2024
- Fine-grained Hallucination Detection and Editing for Language Models
Abhika Mishra, Akari Asai, Vidhisha Balachandran, Yizhong Wang, Graham Neubig, Yulia Tsvetkov, Hannaneh Hajishirzi. Conference on Language Modeling (COLM).
- What Are Tools Anyway? A Survey from the Language Model Perspective
Zhiruo Wang, Zhoujun Cheng, Hao Zhu, Daniel Fried, Graham Neubig. Conference on Language Modeling (COLM).
- An Incomplete Loop: Deductive, Inductive, and Abductive Learning in Large Language Models
Emmy Liu, Graham Neubig, Jacob Andreas. Conference on Language Modeling (COLM).
- WebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?
Junpeng Liu, Yifan Song, Bill Yuchen Lin, Wai Lam, Graham Neubig, Yuanzhi Li, Xiang Yue. Conference on Language Modeling (COLM).
- Self-Guide: Better Task-Specific Instruction Following via Self-Synthetic Finetuning
Chenyang Zhao, Xueying Jia, Vijay Viswanathan, Graham Neubig, Tongshuang Wu. Conference on Language Modeling (COLM).
- Evaluating Text-to-Visual Generation with Image-to-Text Generation
Zhiqiu Lin, Deepak Pathak, Baiqi Li, Jiayao Li, Xide Xia, Graham Neubig, Pengchuan Zhang, Deva Ramanan. The European Conference on Computer Vision (ECCV).
- VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, Daniel Fried. Annual Conference of the Association for Computational Linguistics (ACL).
- Instruction-tuned Language Models are Better Knowledge Learners
Zhengbao Jiang, Zhiqing Sun, Weijia Shi, Pedro Rodriguez, Chunting Zhou, Graham Neubig, Xi Victoria Lin, Wen-tau Yih, Srini Iyer. Annual Conference of the Association for Computational Linguistics (ACL).
- SOTOPIA-Pi: Interactive Learning of Socially Intelligent Language Agents
Ruiyi Wang, Haofei Yu, Wenxin Sharon Zhang, Zhengyang Qi, Maarten Sap, Yonatan Bisk, Graham Neubig, Hao Zhu. Annual Conference of the Association for Computational Linguistics (ACL).
- Wav2Gloss: Generating Interlinear Glossed Text from Speech
Taiqi He, Kwanghee Choi, Lindia Tjuatja, Nathaniel Romney Robinson, Jiatong Shi, Shinji Watanabe, Graham Neubig, David R Mortensen, Lori Levin. Annual Conference of the Association for Computational Linguistics (ACL).
- TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks
Zhiruo Wang, Graham Neubig, Daniel Fried. International Conference on Machine Learning (ICML).
- DeMuX: Data-efficient Multilingual Learning
Simran Khanuja, Srinivas Gowriraj, Lucio Dery, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Program-Aided Reasoners (better) Know What They Know
Anubha Kabra, Sanketh Rangreji, Yash Mathur, Aman Madaan, Emmy Liu, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Learning Performance-Improving Code Edits
Alexander G Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh. International Conference on Learning Representations (ICLR).
- WebArena: A Realistic Web Environment for Building Autonomous Agents
Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig. International Conference on Learning Representations (ICLR).
- SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap. International Conference on Learning Representations (ICLR).
- Do llms exhibit human-like response biases? a case study in survey design
Lindia Tjuatja, Valerie Chen, Tongshuang Wu, Ameet Talwalkar, Graham Neubig. Transactions of the Association for Computational Linguistics.
- Multitask Learning Can Improve Worst-Group Outcomes
Atharva Kulkarni, Lucio M. Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig. Transactions on Machine Learning Research.
2023
- Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins. Transactions of the Association for Computational Linguistics (TACL).
- Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language Learning
Aditi Chaudhary, Arun Sampath, Ashwin Sheshadri, Antonios Anastasopoulos, Graham Neubig. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings).
- T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics
Yiwei Qin, Weizhe Yuan, Graham Neubig, Pengfei Liu. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings).
- Execution-Based Evaluation for Open-Domain Code Generation
Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings).
- CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code
Shuyan Zhou, Uri Alon, Sumit Agarwal, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Unlimiformer: Long-Range Transformers with Unlimited Length Input
Amanda Bertsch, Uri Alon, Graham Neubig, Matthew R. Gormley. Conference on Neural Information Processing Systems (NeurIPS).
- Active Retrieval Augmented Generation
Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- GlobalBench: A Benchmark for Global Progress in Natural Language Processing
Yueqi Song, Simran Khanuja, Pengfei Liu, Fahim Faisal, Alissa Ostapenko, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Yulia Tsvetkov, Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Large Language Models Enable Few-Shot Clustering
Vijay Viswanathan, Kiril Gashteovski, Carolin Lawrence, Tongshuang Wu, Graham Neubig. Transactions of the Association for Computational Linguistics.
- The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation
Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat. Conference on Machine Translation (WMT).
- Prompt2Model: Generating Deployable Models from Natural Language Instructions
Vijay Viswanathan, Chenyang Zhao, Amanda Bertsch, Tongshuang Wu, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track.
- ChatGPT MT: Competitive for High-(but not Low-) Resource Languages
Nathaniel R Robinson, Perez Ogayo, David R Mortensen, Graham Neubig. Conference on Machine Translation (WMT).
- It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
Amanda Bertsch, Alex Xie, Graham Neubig, Matthew R. Gormley. EMNLP 2023 Big Picture Workshop.
- Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting
Emmy Liu, Aditi Chaudhary, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- When Does Translation Require Context? A Data-driven, Multilingual Exploration
Patrick Fernandes, Kayo Yin, Emmy Liu, André Martins, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- PAL: Program-aided Language Models
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig. International Conference on Machine Learning (ICML).
- NusaCrowd: Open Source Initiative for Indonesian NLP Resources
Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh Dhole, Arie Suryani, Rifki Afina Putri, Dan Su, Keith David Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Inastra Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti. Findings of the Annual Conference of the Association for Computational Linguistics (ACL).
- Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval
John Wieting, Jonathan Clark, William Cohen, Graham Neubig, Taylor Berg-Kirkpatrick. Annual Conference of the Association for Computational Linguistics (ACL).
- Why do Nearest Neighbor Language Models Work?
Frank F. Xu, Uri Alon, Graham Neubig. International Conference on Machine Learning (ICML).
- Cross-Modal Fine-Tuning: Align then Refine
Junhong Shen, Liam Li, Lucio Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar. International Conference on Machine Learning (ICML).
- Multi-lingual and Multi-cultural Figurative Language Understanding
Anubha Kabra, Emmy Liu, Simran Khanuja, Alham Fikri Aji, Genta Indra Winata, Samuel Cahyawijaya, Anuoluwapo Aremu, Perez Ogayo, Graham Neubig. Findings of the Annual Conference of the Association for Computational Linguistics (ACL).
- DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions
Vijay Viswanathan, Luyu Gao, Tongshuang Wu, Pengfei Liu, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity
Lindia Tjuatja, Emmy Liu, Lori Levin, Graham Neubig. The Joint Conference on Lexical and Computational Semantics (*SEM).
- Multi-Dimensional Evaluation of Text Summarization with In-Context Learning
Sameer Jain, Vaishakh Keshava, Swarnashree Mysore Sathyendra, Patrick Fernandes, Pengfei Liu, Graham Neubig, Chunting Zhou. Findings of the Annual Conference of the Association for Computational Linguistics (ACL).
- EXCALIBUR: Evaluating and Encouraging Embodied Exploration
Hao Zhu, Raghav Kapoor, So Yeon Min, Winson Han, Jiatai Li, Kaiwen Geng, Graham Neubig, Yonatan Bisk, Aniruddha Kembhavi, Luca Weihs. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR).
- Computational Language Acquisition with Theory of Mind
Andy Liu, Hao Zhu, Emmy Liu, Yonatan Bisk, Graham Neubig. International Conference on Learning Representations (ICLR).
- MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig. Findings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- AANG: Automating Auxiliary Learning
Lucio M. Dery, Paul Michel, Mikhail Khodak, Graham Neubig, Ameet Talwalkar. International Conference on Learning Representations (ICLR).
- DocPrompting: Generating Code by Retrieving the Docs
Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig. International Conference on Learning Representations (ICLR).
- Mega: Moving Average Equipped Gated Attention
Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer. International Conference on Learning Representations (ICLR).
- CTC Alignments Improve Autoregressive Translation
Brian Yan, Siddharth Dalmia, Yosuke Higuchi, Graham Neubig, Florian Metze, Alan W Black, Shinji Watanabe. Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models
Jimin Sun, Patrick Fernandes, Xinyi Wang, Graham Neubig. Findings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- DiffusER: Diffusion via Edit-based Reconstruction
Machel Reid, Vincent Josua Hellendoorn, Graham Neubig. International Conference on Learning Representations (ICLR).
- Learning Performance-Improving Code Edits
Aman Madaan, Alexander G Shypula, Uri Alon, Milad Hashemi, Parthasarathy Ranganathan, Yiming Yang, Graham Neubig, Amir Yazdanbakhsh. Deep Learning for Code Workshop (DL4C).
- User-Centric Evaluation of OCR Systems for Kwak'wala
Shruti Rijhwani, Daisy Rosenblum, Michayla King, Antonios Anastasopoulos, Graham Neubig. Workshop on The Use of Computational Methods in the Study of Endangered Languages (Compute-EL).
2022
- Paraphrastic Representations at Scale
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick. Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track.
- Interpreting Language Models with Contrastive Explanations
Kayo Yin, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Prompt Consistency for Zero-Shot Task Generalization
Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Learning to Model Editing Processes
Machel Reid, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models
Haris Widjaja, Kiril Gashteovski, Wiem Ben Rim, Pengfei Liu, Christopher Malon, Daniel Ruffinelli, Carolin Lawrence, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track.
- Are representations built from the ground up? An empirical examination of local composition in language models
Emmy Liu, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Language Models of Code are Few-Shot Commonsense Learners
Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
David Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Dietrich Klakow, Michael Coenraad Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba Alabi, Shamsuddeen Hassan Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson K. KALIPE, Derguene Mbaye, Amelia Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Anuoluwapo Aremu, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, MBONING TCHIAZE Elvis, Tajuddeen Gwadabe, Tosin Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo Lerato Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Oluwaseun Adeyemi, Gilles Quentin HACHEME, Idris Abdulmumin, Odunayo Jude Ogundepo, Oreen Yousuf, Tatiana Moteu. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues
Amanda Bertsch, Graham Neubig, Matthew R. Gormley. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).
- English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings
Yaushian Wang, Ashley Wu, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
Zhengbao Jiang, Luyu Gao, Zhiruo Wang, Jun Araki, Haibo Ding, Jamie Callan, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Learning to Scaffold: Optimizing Model Explanations for Teaching
Patrick Fernandes, Marcos Vinicius Treviso, Danish Pruthi, Andre Martins, Graham Neubig. Conference on Neural Information Processing Systems (NeurIPS).
- Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering
Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig. International Conference on Computational Linguistics (COLING).
- Can We Automate Scientific Reviewing?
Weizhe Yuan, Pengfei Liu, Graham Neubig. Journal of Artificial Intelligence Research.
- Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig. ACM Computing Surveys.
- Building African Voices
Perez Ogayo, Graham Neubig, Alan W Black. 23rd Annual Conference of the International Speech Communication Association (InterSpeech 2022).
- Hierarchical Control of Situated Agents through Natural Language
Shuyan Zhou, Pengcheng Yin, Graham Neubig. Workshop on Structured and Unstructured Knowledge Integration (SUKI).
- Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval
Uri Alon, Frank F. Xu, Junxian He, Sudipta Sengupta, Dan Roth, Graham Neubig. International Conference on Machine Learning (ICML).
- Testing the Ability of Language Models to Interpret Figurative Language
Emmy Liu, Chenxuan Cui, Kenneth Zheng, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Quality-Aware Decoding for Neural Machine Translation
Patrick Fernandes, António Farinhas, Ricardo Rei, José Guilherme Camargo de Souza, Perez Ogayo, Graham Neubig, Andre Martins. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Table Retrieval May Not Necessitate Table-specific Model Design
Zhiruo Wang, Zhengbao Jiang, Eric Nyberg, Graham Neubig. Workshop on Structured and Unstructured Knowledge Integration (SUKI).
- OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering
Zhengbao Jiang, Yi Mao, Pengcheng He, Graham Neubig, Weizhu Chen. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- DIRE and its Data: Neural Decompiled Variable Renamings with Respect to Software Class
Luke Dramko, Jeremy Lacomis, Pengcheng Yin, Ed Schwartz, Miltiadis Allamanis, Graham Neubig, Bogdan Vasilescu, Claire Le Goues. ACM Transactions on Software Engineering and Methodology (TOSEM).
- Language Learning from Communicative Goals and Linguistic Input
Hao Zhu, Yonatan Bisk, Graham Neubig. The Annual Conference of the Cognitive Science Society (CogSci).
- Symmetric Machine Theory of Mind
Melanie Sclar, Graham Neubig, Yonatan Bisk. International Conference on Machine Learning (ICML).
- AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages
Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir Meza Ruiz, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando Coto-Solano, Thang Vu, Katharina Kann. Annual Conference of the Association for Computational Linguistics (ACL).
- Systematic Inequalities in Language Technology Performance across the World’s Languages
Damian E Blasi, Antonios Anastasopoulos, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Breaking Down Multilingual Machine Translation
Ting-Rui Chiang, Yi-Pei Chen, Yi-Ting Yeh, Graham Neubig. Findings of the Annual Conference of the Association for Computational Linguistics (ACL).
- On The Ingredients of an Effective Zero-shot Semantic Parser
Pengcheng Yin, John Frederick Wieting, Avirup Sil, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- DEEP: DEnoising Entity Pre-training for Neural Machine Translation
Junjie Hu, Hiroaki Hayashi, Kyunghyun Cho, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning
Qibin Chen, Jeremy Lacomis, Edward Schwartz, Graham Neubig, Bogdan Vasilescu, Claire Le Goues. IEEE/ACM International Conference on Software Engineering (ICSE).
- DataLab: A Platform for Data Analysis and Intervention
Yang Xiao, Jinlan Fu, Weizhe Yuan, Vijay Viswanathan, Zhoumianze Liu, Yixin Liu, Graham Neubig, Pengfei Liu. Annual Conference of the Association for Computational Linguistics (ACL) Demo Track.
- Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data
Shuyan Zhou, Li Zhang, Yue Yang, Qing Lyu, Ricardo Gonzale, Pengcheng Yin, Chris Callison-Burch, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation
Xinyi Wang, Sebastian Ruder, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- BRIO: Bringing Order to Abstractive Neural Summarization
Yixin Liu, Pengfei Liu, Dragomir Radev, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative
Lucio M. Dery, Paul Michel, Ameet Talwalkar, Graham Neubig. International Conference on Learning Representations (ICLR).
- Learning to Superoptimize Real-World Programs
Alexander G Shypula, Pengcheng Yin, Jeremy Lacomis, Claire Le Goues, Edward Schwartz, Graham Neubig. Deep Learning for Code Workshop (DL4C).
- Capturing Structural Locality in Non-parametric Language Models
Frank F. Xu, Junxian He, Graham Neubig, Vincent Josua Hellendoorn. International Conference on Learning Representations (ICLR).
- Towards a Unified View of Parameter-Efficient Transfer Learning
Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig. International Conference on Learning Representations (ICLR).
- A Systematic Evaluation of Large Language Models of Code
Frank F. Xu, Uri Alon, Graham Neubig, Vincent J. Hellendoorn. Deep Learning for Code Workshop (DL4C).
- Distributionally Robust Models with Parametric Likelihood Ratios
Paul Michel, Tatsunori Hashimoto, Graham Neubig. International Conference on Learning Representations (ICLR).
- Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations
Siddhant Arora, Danish Pruthi, Norman Sadeh, William Cohen, Zachary Lipton, Graham Neubig. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI).
2021
- Evaluating Explanations: How much do explanations from the teacher aid students?
Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen. Transactions of the Association for Computational Linguistics (TACL).
- In-IDE Code Generation from Natural Language: Promise and Challenges
Frank F. Xu, Bogdan Vasilescu, Graham Neubig. ACM Transactions on Software Engineering and Methodology (TOSEM).
- Lexically-Aware Semi-Supervised Learning for OCR Post-Correction
Shruti Rijhwani, Daisy Rosenblum, Antonios Anastasopoulos, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- BARTScore: Evaluating Generated Text as Text Generation
Weizhe Yuan, Graham Neubig, Pengfei Liu. Conference on Neural Information Processing Systems (NeurIPS).
- Efficient Nearest Neighbor Language Models
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Evaluating the Morphosyntactic Well-formedness of Generated Texts
Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani, Aditi Chaudhary, David R. Mortensen, Graham Neubig, Yulia Tsvetkov. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Phrase-level Active Learning for Neural Machine Translation
Junjie Hu, Graham Neubig. The Sixth Conference on Machine Translation (WMT).
- Distributionally Robust Multilingual Machine Translation
Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages
Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Efficient Test Time Adapter Ensembling for Low-resource Language Varieties
Xinyi Wang, Yulia Tsvetkov, Sebastian Ruder, Graham Neubig. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).
- When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection
Aditi Chaudhary, Kayo Yin, Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Dependency Induction Through the Lens of Visual Perception
Ruisi Su, Shruti Rijhwani, Hao Zhu, Junxian He, Xinyu Wang, Yonatan Bisk, Graham Neubig. The SIGNLL Conference on Computational Natural Language Learning (CoNLL).
- MasakhaNER: Named Entity Recognition for African Languages
David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Anuoluwapo Aremu, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane MBOUP, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima DIOP, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei. Transactions of the Association for Computational Linguistics (TACL).
- How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering
Zhengbao Jiang, Haibo Ding, Jun Araki, Graham Neubig. Transactions of the Association for Computational Linguistics.
- Measuring and Increasing Context Usage in Context-Aware Machine Translation
Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins. Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP).
- Detecting Hallucinated Content in Conditional Neural Sequence Generation
Chunting Zhou, Graham Neubig, Jiatao Gu, Mona Diab, Francisco Guzmán, Luke Zettlemoyer, Marjan Ghazvininejad. Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP Findings).
- Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties
Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David R. Mortensen, Michael Marlo, Graham Neubig. 22nd Annual Conference of the International Speech Communication Association (InterSpeech 2021).
- Do Context-Aware Translation Models Pay the Right Attention?
Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig. Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP).
- Data Augmentation for Sign Language Gloss Translation
Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg. 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL).
- CitationIE: Leveraging the Citation Graph for Scientific Information Extraction
Vijay Viswanathan, Graham Neubig, Pengfei Liu. Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP).
- Augmenting Decompiler Output with Learned Variable Names and Types
Qibin Chen, Jeremy Lacomis, Edward Schwartz, Claire Le Goues, Graham Neubig, Bogdan Vasilescu. 31st USENIX Security Symposium.
- ExplainaBoard: An Explainable Leaderboard for NLP
Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaichen Chang, Junqi Dai, Yixin Liu, Zihuiwen Ye, Graham Neubig. Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP) Demo Track.
- Examining and Combating Spurious Features under Distribution Shift
Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig. International Conference on Machine Learning (ICML).
- Few-shot Language Coordination by Modeling Theory of Mind
Hao Zhu, Graham Neubig, Yonatan Bisk. International Conference on Machine Learning (ICML).
- Explicit Alignment Objectives for Multilingual Bidirectional Encoders
Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- GSum: A General Framework for Guided Neural Abstractive Summarization
Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- On Learning Text Style Transfer with Direct Rewards
Yixin Liu, Graham Neubig, John Wieting. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Multi-view Subword Regularization
Xinyi Wang, Sebastian Ruder, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models
Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Learning Structural Edits via Incremental Tree Transformations
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig. International Conference on Learning Representations (ICLR).
- Meta Back-Translation
Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig. International Conference on Learning Representations (ICLR).
- Modeling the Second Player in Distributionally Robust Optimization
Paul Michel, Tatsunori Hashimoto, Graham Neubig. International Conference on Learning Representations (ICLR).
- Word Alignment by Fine-tuning Embeddings on Parallel Corpora
Zi-Yi Dou, Graham Neubig. Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- Towards More Fine-grained and Reliable NLP Performance Prediction
Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig. Conference of the European Chapter of the Association for Computational Linguistics (EACL).
2020
- Reducing Confusion in Active Learning for Part-Of-Speech Tagging
Aditi Chaudhary, Zaid Sheikh, Antonios Anastasopoulos, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- WikiAsp: A Dataset for Multi-domain Aspect-based Summarization
Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- Learning Sparse Prototypes for Text Generation
Junxian He, Taylor Berg-Kirkpatrick, Graham Neubig. Conference on Neural Information Processing Systems (NeurIPS).
- Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations
Xingyuan Zhao, Satoru Ozaki, Antonios Anastasopoulos, Graham Neubig, Lori Levin. International Conference on Computational Linguistics (COLING).
- A Bilingual Generative Transformer for Semantic Sentence Embedding
John Wieting, Graham Neubig, Taylor Berg-Kirkpatrick. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Dynamic Data Selection and Weighting for Iterative Back-Translation
Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos
Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan. NLP Beyond Text Workshop (NLPBT).
- The Return of Lexical Dependencies: Neural Lexicalized PCFGs
Hao Zhu, Yonatan Bisk, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- Automatic Extraction of Rules Governing Morphological Agreement
Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation
Luyu Gao, Xinyi Wang, Graham Neubig. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).
- X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models
Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Re-evaluating Evaluation in Text Summarization
Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, Pengfei Liu, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- NeuSpell: A Neural Spelling Correction Toolkit
Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track.
- Weakly- and Semi-supervised Evidence Extraction
Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).
- OCR Post-Correction for Endangered Language Texts
Shruti Rijhwani, Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- TICO-19: the Translation Initiative for COvid-19
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Franscisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur. NLP COVID-19 Workshop.
- Interpretable Multi-dataset Evaluation for Named Entity Recognition
Jinlan Fu, Pengfei Liu, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Findings of the WMT 2020 Shared Task on Machine Translation Robustness
Lucia Specia, Zhenhao Li, Juan Pino, Vishrav Chaudhary, Francisco Guzman, Graham Neubig, Nadir Durrani, Yonatan Belinkov, Philipp Koehn, Hassan Sajjad, Paul Michel, Xian Li. Proceedings of the Fifth Conference on Machine Translation (WMT).
- Balancing Training for Multilingual Neural Machine Translation
Xinyi Wang, Yulia Tsvetkov, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Politeness Transfer: A Tag and Generate Approach
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye. Annual Conference of the Association for Computational Linguistics (ACL).
- Soft Gazetteers for Low-resource Named Entity Recognition
Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell. Annual Conference of the Association for Computational Linguistics (ACL).
- TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data
Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel. Annual Conference of the Association for Computational Linguistics (ACL).
- Learning to Deceive with Attention-Based Explanations
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton. Annual Conference of the Association for Computational Linguistics (ACL).
- Should All Cross-Lingual Embeddings Speak English?
Antonios Anastasopoulos, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Generalizing Natural Language Analysis through Span-relation Representations
Zhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Optimizing Data Usage via Differentiable Rewards
Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Jaime Carbonell, Graham Neubig. International Conference on Machine Learning (ICML).
- How Can We Know What Language Models Know?
Zhengbao Jiang, Frank F. Xu, Jun Araki, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- Weight Poisoning Attacks on Pretrained Models
Keita Kurita, Paul Michel, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Predicting Performance for Natural Language Processing Tasks
Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation
Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson. International Conference on Machine Learning (ICML).
- Transliteration for Cross-Lingual Morphological Inflection
Nikitha Murikinati, Antonios Anastasopoulos, Graham Neubig. Proceedings of SIGMORPHON 2020.
- Learning Relation Entailment with Structured and Textual Information
Zhengbao Jiang, Jun Araki, Donghan Yu, Ruohong Zhang, Wei Xu, Yiming Yang, Graham Neubig. Automated Knowledge Base Construction Conference (AKBC).
- Universal Phone Recognition with a Multilingual Allophone System
Xinjian Li, Siddharth Dalmia, Juncheng Li, Patrick Littell, Matthew Lee, Jiali Yao, Antonios Anastasopoulos, David Mortensen, Graham Neubig, Alan Black, Florian Metze. 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
- A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization
Graham Neubig, Shruti Rijhwani, Alexis Palmer, Jordan MacKenzie, Hilaria Cruz, Xinjian Li, Matthew Lee, Aditi Chaudhary, Luke Gessler, Steven Abney, Shirley Anugrah Hayati, Antonios Anastasopoulos, Olga Zamaraeva, Emily Prud'hommeaux, Jennette Child, Sara Child, Rebecca Knowles, Sarah Moeller, Jeffrey Micher, Yiyuan Li, Sydney Zink, Mengzhou Xia, Roshan S Sharma, Patrick Littell. Proceedings of the 1st Joint SLTU and CCURL Workshop.
- AlloVera: A Multilingual Allophone Database
David R. Mortensen, Xinjian Li, Patrick Littell, Alexis Michaud, Shruti Rijhwani, Antonios Anastasopoulos, Alan W. Black, Florian Metze, Graham Neubig. Language Resources and Evaluation Conference (LREC).
- Differentiable Reasoning over a Virtual Knowledge Base
Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen. International Conference on Learning Representations (ICLR).
- Practical Comparable Data Collection for Low-Resource Languages via Images
Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang Graham Neubig. Practical Machine Learning for Developing Countries (PML4DC) workshop.
- Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, Jaime G. Carbonell. International Conference on Learning Representations (ICLR).
- Understanding Knowledge Distillation in Non-autoregressive Machine Translation
Chunting Zhou, Jiatao Gu, Graham Neubig. International Conference on Learning Representations (ICLR).
- A Probabilistic Formulation of Unsupervised Text Style Transfer
Junxian He, Xinyi Wang, Graham Neubig, Taylor Berg-Kirkpatrick. International Conference on Learning Representations (ICLR).
- Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig. Transactions of the Association of Computational Linguistics (TACL).
- Speech Technology for Unwritten Languages
Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stüker, Pierre Godard, Markus Müller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux. Transactions on Audio, Speech, and Language Processing.
- Latent Relation Language Models
Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).
- What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).
- Merging Weak and Active Supervision for Semantic Parsing
Ansong Ni, Pengcheng Yin, Graham Neubig. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).
- A Set of Recommendations for Assessing Human–Machine Parity in Language Translation
Samuel Laubli, Sheila Castilho, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral. Journal of Artificial Intelligence Research (JAIR).
- Optimizing Segmentation Granularity for Neural Machine Translation
Elizabeth Salesky, Andrew Runge, Alex Coda, Jan Niehues, Graham Neubig. Machine Translation.
2019
- Multi-Source Neural Machine Translation with Missing Data
Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura. Transactions of Audio, Speech, and Language Processing.
- Are Sixteen Heads Really Better than One?
Paul Michel, Omer Levy, Graham Neubig. Conference on Neural Information Processing Systems (NeurIPS).
- A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers
Aditi Chaudhary, Jiateng Xie, Zaid Sheikh, Graham Neubig, Jaime Carbonell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings
Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Handling Syntactic Divergence in Low-resource Machine Translation
Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow
Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard Hovy. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Domain Differential Adaptation for Neural Machine Translation
Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig. Workshop on Neural Generation and Translation (WNGT).
- DIRE: A Neural Approach to Decompiled Identifier Renaming
Jeremy Lacomis, Pengcheng Yin, Edward J. Schwartz, Miltiadis Allamanis, Claire Le Goues, Graham Neubig, Bogdan Vasilescu. 34th IEEE/ACM International Conference on Automated Software Engineering (ASE).
- Comparing Top-down and Bottom-up Neural Generative Dependency Models
Austin Matthews, Graham Neubig, Chris Dyer. The SIGNLL Conference on Computational Natural Language Learning (CoNLL).
- Pushing the Limits of Low-Resource Morphological Inflection
Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text
Bohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Towards Zero-resource Cross-lingual Entity Linking
Shuyan Zhou, Shruti Rijhwani, Graham Neubig. Workshop on Deep Learning for Low-resource NLP (DeepLo).
- Findings of the Third Workshop on Neural Generation and Translation
Hiroaki Hayashi, Yusuke Oda, Alexandra Birch, Ioannis Konstas, Andrew Finch, Minh-Thang Luong, Graham Neubig, Katsuhito Sudoh. Workshop on Neural Generation and Translation (WNGT).
- Mitigating Noisy Inputs for Question Answering
Denis Peskov, Joe Barrow, Pedro Rodriguez, Graham Neubig, Jordan Boyd-Graber. 20th Annual Conference of the International Speech Communication Association (InterSpeech 2019).
- Contextualized Representations for Low-resource Utterance Tagging
Bhargavi Paranjape, Graham Neubig. The 20th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL)..
- Improving Robustness of Neural Machine Translation with Multi-task Learning
Shuyan Zhou, Xiangkai Zeng, Yingqi Zhou, Antonios Anastasopoulos, Graham Neubig. 4th Conference on Machine Translation (WMT).
- Findings of the First Shared Task on Machine Translation Robustness
Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad. 4th Conference on Machine Translation (WMT).
- Improving Open Information Extraction via Iterative Rank-Aware Learning
Zhengbao Jiang, Pengcheng Yin, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Self-Attentional Models for Lattice Inputs
Matthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections
Junxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation
Xinyi Wang, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Choosing Transfer Languages for Cross-Lingual Learning
Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Domain Adaptation of Neural Machine Translation by Lexicon Induction
Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Generalized Data Augmentation for Low-Resource Translation
Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Simple and Effective Paraphrastic Similarity from Parallel Translations
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Reranking for Neural Semantic Parsing
Pengcheng Yin, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Learning to Describe Unknown Phrases with Local and Global Contexts
Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga, Graham Neubig, Shoetsu Sato, Masashi Toyoda, Masaru Kitsuregawa. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- compare-mt: A Tool for Holistic Comparison of Language Generation Systems
Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL) Demo Track.
- Improving Robustness of Machine Translation with Synthetic Noise
Vaibhav, Sumeet Singh, Craig Stewart, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models
Paul Michel, Xian Li, Graham Neubig, Juan Pino. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Competence-based Curriculum Learning for Neural Machine Translation
Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom Mitchell. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation
Nikolai Vogler, Craig Stewart, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Density Matching for Bilingual Word Embedding
Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Multilingual Neural Machine Translation With Soft Decoupled Encoding
Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig. International Conference on Learning Representations (ICLR).
- Learning to Represent Edits
Pengcheng Yin, Graham Neubig, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt. International Conference on Learning Representations (ICLR).
- Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
Junxian He, Daniel Spokoyny, Graham Neubig, Taylor Berg-Kirkpatrick. International Conference on Learning Representations (ICLR).
- Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel. Transactions of the Association for Computational Linguistics.
- Towards a General-Purpose Linguistic Annotation Backend
Graham Neubig, Patrick Littell, Chian-Yu Chen, Jean Lee, Zirui Li, Yu-Hsiang Lin, Yuyan Zhang. Workshop on The Use of Computational Methods in the Study of Endangered Languages (Compute-EL).
- Does Not Compute?
Graham Neubig. The Linguist.
- Zero-shot Neural Transfer for Cross-lingual Entity Linking
Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
- An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation
Xiang Kong, Bohan Li, Graham Neubig, Eduard Hovy, Yiming Yang. AAAI 2019 Workshop on Reasoning and Learning for Human-Machine Dialogues (DEEP-DIAL 2019).
2018
- Rapid Adaptation of Neural Machine Translation to New Languages
Graham Neubig, Junjie Hu. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Contextual Parameter Generation for Universal Neural Machine Translation
Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Unsupervised Learning of Syntactic Structure with Invertible Neural Projections
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- A Tree-based Decoder for Neural Machine Translation
Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Aditi Chaudhary, Chunting Zhou, Lori Levin, Graham Neubig, David R. Mortensen, Jaime Carbonell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Neural Cross-lingual Named Entity Recognition with Minimal Resources
Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime Carbonell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Retrieval-Based Neural Code Generation
Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru, Pengcheng Yin, Anthony Tomasic, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- MTNT: A Testbed for Machine Translation of Noisy Text
Paul Michel, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
Pengcheng Yin, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track.
- Contextual Encoding for Translation Quality Estimation
Junjie Hu, Wei-Cheng Chang, Yuexin Wu, Graham Neubig. 3rd Conference on Machine Translation (WMT).
- Parameter Sharing Methods for Multilingual Self-Attentional Translation Models
Devendra Sachan, Graham Neubig. 3nd Conference on Machine Translation (WMT).
- Multi-Source Neural Machine Translation with Data Augmentation
Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura. 15th International Workshop on Spoken Language Translation (IWSLT).
- Integrating Automatic Transcription into the Language Documentation Workflow: Experiments with Na Data and the Persephone Toolkit
Alexis Michaud, Oliver Adams, Trevor Anthony Cohn, Graham Neubig, Séverine Guillaume. Language Documentation and Conservation.
- Self-attentional Acoustic Models
Matthias Sperber, Jan Niehues, Graham Neubig, Sebastian Stüker, Alex Waibel. 19th Annual Conference of the International Speech Communication Association (InterSpeech 2018).
- Neural Lattice Language Models
Jacob Buckman, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- Stress Test Evaluation for Natural Language Inference
Aakanksha Naik, Abhilasha Ravichander, Norman Sadeh, Carolyn Rose, Graham Neubig. The 27th International Conference on Computational Linguistics (COLING).
- Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data
Harsh Jhamtani, Varun Gangal, Eduard Hovy, Graham Neubig, Taylor Berg-Kirkpatrick. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Stack-Pointer Networks for Dependency Parsing
Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard Hovy. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Extreme Adaptation for Personalized Neural Machine Translation
Paul Michel, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Automatic Estimation of Simultaneous Interpreter Performance
Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan Boyd-Graber, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Neural Factor Graph Models for Cross-lingual Morphological Tagging
Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Multi-Source Neural Machine Translation with Missing Data
Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura. The Second Workshop on Neural Machine Translation and Generation (WNMT).
- Findings of the Second Workshop on Neural Machine Translation and Generation
Alexandra Birch, Andrew Finch, Minh-Thang Luong, Graham Neubig, Yusuke Oda. The Second Workshop on Neural Machine Translation and Generation (WNMT).
- StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing
Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Cavs: An Efficient Runtime System for Dynamic Neural Networks
Shizhen Xu, Hao Zhang, Graham Neubig, Wei Dai, Jin Kyu Kim, Qirong Ho, Guangwen Yang, Eric P. Xing. 2018 USENIX Annual Technical Conference (USENIX ATC).
- Using Morphological Knowledge in Open-Vocabulary Neural Language Models
Austin Matthews, Graham Neubig, Chris Dyer. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Learning to Mine Parallel Natural Language/Source Code Corpora from Stack Overflow
Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig. 40th International Conference on Software Engineering (ICSE) Poster Track.
- Guiding Neural Machine Translation with Retrieved Translation Pieces
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Handling Homographs in Neural Machine Translation
Frederick Liu, Han Lu, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Attentive Interaction Model: Modeling Changes in View in Argumentation
Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn Rose, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?
Ye Qi, Devendra Sachan, Matthieu Felix, Sarguna Padmanabhan, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Evaluating Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation
Oliver Adams, Trevor Cohn, Graham Neubig, Hilaria Cruz, Steven Bird, Alexis Michaud. Language Resources and Evaluation Conference (LREC).
- Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow
Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig. International Conference on Mining Software Repositories (MSR).
- An End-to-end Model for Cross-Lingual Transformation of Paralinguistic Information
Takatomo Kano, Shinnosuke Takamichi, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura. Machine Translation.
- Linguistic Unit Discovery from Multi-modal Inputs in Unwritten Languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop
Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stuker, Pierre Godard, Markus Muller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux. 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
- XNMT: The eXtensible Neural Machine Translation Toolkit
Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang . Conference of the Association for Machine Translation in the Americas (AMTA) Open Source Software Showcase.
- A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models
Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI).
2017
- An Investigation of How to Design Control Parameters for Statistical Voice Timbre Control
Kazutaka Kubo, Kazuhiro Kobayashi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. Asia Pacific Signal and Information Processing Association (APSIPA).
- On-the-fly Operation Batching in Dynamic Computation Graphs
Graham Neubig, Yoav Goldberg, Chris Dyer. Conference on Neural Information Processing Systems (NIPS).
- Controllable Invariance through Adversarial Feature Learning
Qizhe Xie, Zihang Dai, Yulun Du, Eduard Hovy, Graham Neubig. Conference on Neural Information Processing Systems (NIPS).
- Improving Neural Machine Translation through Phrase-based Forced Decoding
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura. Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP).
- Transcribing Against Time
Matthias Sperber, Graham Neubig, Jan Niehues, Satoshi Nakamura, Alex Waibel. Speech Communication.
- Tree as a Pivot: Syntactic Matching Methods in Pivot Translation
Akiva Miura, Graham Neubig, Katsuhito Sudoh, Satoshi Nakamura. 2nd Conference on Machine Translation (WMT).
- Charmanteau: Character Embedding Models For Portmanteau Creation
Varun Gangal, Harsh Jhamtani, Graham Neubig, Eduard Hovy, Eric Nyberg. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Learning Language Representations for Typology Prediction
Chaitanya Malaviya, Graham Neubig, Patrick Littell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Neural Lattice-to-Sequence Models for Uncertain Inputs
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Stronger Baselines for Trustable Results in Neural Machine Translation
Michael Denkowski, Graham Neubig. The First Workshop on Neural Machine Translation (NMT).
- An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation
Makoto Morishita, Yusuke Oda, Graham Neubig, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura. The First Workshop on Neural Machine Translation (NMT).
- How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing
Abhilasha Ravichander, Thomas Manzini, Matthias Grabmair, Graham Neubig, Jonathan Francis, Eric Nyberg. The 18th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL).
- Semi-Supervised Learning of a Pronunciation Dictionary from Disjoint Phonemic Transcripts and Text
Takahiro Shinozaki, Shinji Watanabe, Daichi Mochihashi, Graham Neubig. 18th Annual Conference of the International Speech Communication Association (InterSpeech 2017). .
- Morphological Inflection Generation with Multi-space Variational Encoder-Decoders
Chunting Zhou, Graham Neubig. The 2017 SIGNLL Conference on Computational Natural Language Learning (CoNLL).
- Learning Character-level Compositionality with Visual Features
Frederick Liu, Han Lu, Chieh Lo, Graham Neubig. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- Neural Machine Translation via Binary Code Prediction
Yusuke Oda, Philip Arthur, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- A Syntactic Neural Model for General-Purpose Code Generation
Pengcheng Yin, Graham Neubig. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
Chunting Zhou, Graham Neubig. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams, Adam Makarucha, Graham Neubig, Steven Bird, Trevor Cohn. 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- Learning to Translate in Real-time with Neural Machine Translation
Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor O.K. Li. 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- What Do Recurrent Neural Network Grammars Learn About Syntax?
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith. 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- Preserving Word-level Emphasis in Speech-to-speech Translation
Quoc Truong Do, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. IEEE Transactions on Audio, Speech and Language Processing.
- Neural Machine Translation and Sequence-to-sequence Models: A Tutorial
Graham Neubig. ArXiv.
- Learning Local Word Reorderings for Hierarchical Phrase-based Statistical Machine Translation
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Hai Zhao, Graham Neubig, Satoshi Nakamura. Machine Translation.
- DyNet: The Dynamic Neural Network Toolkit
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin. ArXiv.
2016
- Overview of the 3rd Workshop on Asian Translation
Toshiaki Nakazawa, Chenchen Ding, Hideya Mino, Isao Goto, Graham Neubig, Sadao Kurohashi. Proceedings of the 3nd Workshop on Asian Translation (WAT2016).
- Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016
Graham Neubig. Proceedings of the 3nd Workshop on Asian Translation (WAT2016).
- Non-Native Text-To-Speech Preserving Speaker Individuality Based on Partial Correction of Prosodic and Phonetic Characteristics
Yuji Oshima, Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. IEICE Transactions on Information and Systems.
- Deep Bottleneck Features and Sound-dependent I-Vectors for Simultaneous Recognition of Speech and Environmental Sounds
Sakriani Sakti, Seiji Kawanishi, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura. 2016 IEEE Spoken Language Technology Workshop (SLT).
- Lightly Supervised Quality Estimation
Matthias Sperber, Graham Neubig, Jan Niehues, Sebastian Stüker, Alex Waibel. The 26th International Conference on Computational Linguistics (COLING).
- Learning a Lexicon and Translation Model from Phoneme Lattices
Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird, Quoc Truong Do, Satoshi Nakamura. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Incorporating Discrete Translation Lexicons into Neural Machine Translation
Philip Arthur, Graham Neubig, Satoshi Nakamura. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Personalized Unknown Word Detection in Non-native Language Reading using Eye Gaze
Rui Hiraoka, Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Satoshi Nakamura. 18th ACM International Conference on Multimodal Interaction (ICMI).
- Learning Cooperative Persuasive Dialogue Policies using Framing
Takuya Hiraoka, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura. Speech Communication.
- Controlling Output Length in Neural Encoder-Decoders
Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Generalizing and Hybridizing Count-based and Neural Language Models
Graham Neubig, Chris Dyer. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- A Statistical Sample-based Approach to GMM-based Voice Conversion using Tied-Covariance Acoustic Models
Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. IEICE Transactions on Information and Systems.
- Neural Network Approaches to Dialog Response Retrieval and Generation
Lasguido Nio, Sakriani Sakti, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura. IEICE Transactions on Information and Systems.
- Learning a Translation Model from Word Lattices
Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- Transferring Emphasis in Speech Translation Using Hard-Attentional Neural Network Models
Quoc Truong Do, Sakriani Sakti, Graham Neubig, Satoshi Nakamura. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- A Hybrid System for Continuous Word-level Emphasis Modeling Based on HMM State Clustering and Adaptive Training
Quoc Truong Do, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- Analyzing the Effect of Entrainment on Dialogue Acts
Masahiro Mizukami, Koichiro Yoshino, Graham Neubig, David Traum, Satoshi Nakamura. The 17th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL).
- Unsupervised Joint Estimation of Grapheme-to-phoneme Conversion Systems and Acoustic Model Adaptation for Non-native Speech Recognition
Satoshi Tsujioka, Sakriani Sakti, Koichiro Yoshino, Graham Neubig, Satoshi Nakamura. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- Unsupervised Phoneme Segmentation of Previously Unseen Languages
Marco Vetter, Markus Müller, Fatima Hamlaoui, Graham Neubig, Satoshi Nakamura, Sebastian Stüker, Alex Waibel. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
