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Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

Chairs
Lluís Màrquez (Qatar Computing Research Institute)
Chris Callison-Burch (University of Pennsylvania)
Jian Su (Institute for Infocomm Research - I2R)

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Schedule and author index (HTML)
Bibliography (BibTeX)
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pdf bib Front matter pages
pdf bib Language Understanding for Text-based Games using Deep Reinforcement Learning
Karthik Narasimhan, Tejas Kulkarni and Regina Barzilay 		pp. 1–11
pdf bib Distributional vectors encode referential attributes
Abhijeet Gupta, Gemma Boleda, Marco Baroni and Sebastian Padó 		pp. 12–21
pdf bib Building a shared world: mapping distributional to model-theoretic semantic spaces
Aurélie Herbelot and Eva Maria Vecchi 		pp. 22–32
pdf bib Dependency Graph-to-String Translation
Liangyou Li, Andy Way and Qun Liu 		pp. 33–43
pdf bib Reordering Grammar Induction
Miloš Stanojević and Khalil Sima’an 		pp. 44–54
pdf bib Syntax-based Rewriting for Simultaneous Machine Translation
He He, Alvin Grissom II, John Morgan, Jordan Boyd-Graber and Hal Daumé III 		pp. 55–64
pdf bib Identifying Political Sentiment between Nation States with Social Media
Nathanael Chambers, Victor Bowen, Ethan Genco, Xisen Tian, Eric Young, Ganesh Harihara and Eugene Yang 		pp. 65–75
pdf bib Open Extraction of Fine-Grained Political Statements
David Bamman and Noah A. Smith 		pp. 76–85
pdf bib Using Personal Traits For Brand Preference Prediction
Chao Yang, Shimei Pan, Jalal Mahmud, Huahai Yang and Padmini Srinivasan 		pp. 86–96
pdf bib Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information
Tuan Tran, Nam Khanh Tran, Asmelash Teka Hadgu and Robert Jäschke 		pp. 97–106
pdf bib System Combination for Multi-document Summarization
Kai Hong, Mitchell Marcus and Ani Nenkova 		pp. 107–117
pdf bib Phrase-based Compressive Cross-Language Summarization
Jin-ge Yao, Xiaojun Wan and Jianguo Xiao 		pp. 118–127
pdf bib Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE
Yvette Graham 		pp. 128–137
pdf bib Indicative Tweet Generation: An Extractive Summarization Problem?
Priya Sidhaye and Jackie Chi Kit Cheung 		pp. 138–147
pdf bib Visual Bilingual Lexicon Induction with Transferred ConvNet Features
Douwe Kiela, Ivan Vulić and Stephen Clark 		pp. 148–158
pdf bib Cross Lingual Sentiment Analysis using Modified BRAE
Sarthak Jain and Shashank Batra 		pp. 159–168
pdf bib Monotone Submodularity in Opinion Summaries
Jayanth Jayanth, Jayaprakash Sundararaj and Pushpak Bhattacharyya 		pp. 169–178
pdf bib Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models
Lingjia Deng and Janyce Wiebe 		pp. 179–189
pdf bib Learning to Recognize Affective Polarity in Similes
Ashequl Qadir, Ellen Riloff and Marilyn Walker 		pp. 190–200
pdf bib Cross-document Event Coreference Resolution based on Cross-media Features
Tongtao Zhang, Hongzhi Li, Heng Ji and Shih-Fu Chang 		pp. 201–206
pdf bib A Survey of Current Datasets for Vision and Language Research
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley and Margaret Mitchell 		pp. 207–213
pdf bib Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions
Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandrea, Francesc Moreno-Noguer and Robert Gaizauskas 		pp. 214–220
pdf bib On A Strictly Convex IBM Model 1
Andrei Simion, Michael Collins and Cliff Stein 		pp. 221–226
pdf bib Factorization of Latent Variables in Distributional Semantic Models
Arvid Österlund, David Ödling and Magnus Sahlgren 		pp. 227–231
pdf bib Non-lexical neural architecture for fine-grained POS Tagging
Matthieu Labeau, Kevin Löser and Alexandre Allauzen 		pp. 232–237
pdf bib Online Representation Learning in Recurrent Neural Language Models
Marek Rei 		pp. 238–243
pdf bib A Model of Zero-Shot Learning of Spoken Language Understanding
Majid Yazdani and James Henderson 		pp. 244–249
pdf bib Modeling Tweet Arrival Times using Log-Gaussian Cox Processes
Michal Lukasik, P. K. Srijith, Trevor Cohn and Kalina Bontcheva 		pp. 250–255
pdf bib Pre-Computable Multi-Layer Neural Network Language Models
Jacob Devlin, Chris Quirk and Arul Menezes 		pp. 256–260
pdf bib Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors
Weiwei Yang, Jordan Boyd-Graber and Philip Resnik 		pp. 261–266
pdf bib Aligning Knowledge and Text Embeddings by Entity Descriptions
Huaping Zhong, Jianwen Zhang, Zhen Wang, Hai Wan and Zheng Chen 		pp. 267–272
pdf bib An Empirical Analysis of Optimization for Max-Margin NLP
Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick and Dan Klein 		pp. 273–279
pdf bib Learning Better Embeddings for Rare Words Using Distributional Representations
Irina Sergienya and Hinrich Schütze 		pp. 280–285
pdf bib Composing Relationships with Translations
Alberto Garcia-Duran, Antoine Bordes and Nicolas Usunier 		pp. 286–290
pdf bib Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks.
Emily Jamison and Iryna Gurevych 		pp. 291–297
pdf bib Evaluation methods for unsupervised word embeddings
Tobias Schnabel, Igor Labutov, David Mimno and Thorsten Joachims 		pp. 298–307
pdf bib Efficient Methods for Incorporating Knowledge into Topic Models
Yi Yang, Doug Downey and Jordan Boyd-Graber 		pp. 308–317
pdf bib Traversing Knowledge Graphs in Vector Space
Kelvin Guu, John Miller and Percy Liang 		pp. 318–327
pdf bib Density-Driven Cross-Lingual Transfer of Dependency Parsers
Mohammad Sadegh Rasooli and Michael Collins 		pp. 328–338
pdf bib A Neural Network Model for Low-Resource Universal Dependency Parsing
Long Duong, Trevor Cohn, Steven Bird and Paul Cook 		pp. 339–348
pdf bib Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs
Miguel Ballesteros, Chris Dyer and Noah A. Smith 		pp. 349–359
pdf bib Sentence Compression by Deletion with LSTMs
Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser and Oriol Vinyals 		pp. 360–368
pdf bib An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering
Jiangming Liu and Yue Zhang 		pp. 369–378
pdf bib A Neural Attention Model for Abstractive Sentence Summarization
Alexander M. Rush, Sumit Chopra and Jason Weston 		pp. 379–389
pdf bib Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure
Arman Cohan and Nazli Goharian 		pp. 390–400
pdf bib Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags
Yeyun Gong, Qi Zhang and Xuanjing Huang 		pp. 401–410
pdf bib A Graph-based Readability Assessment Method using Word Coupling
Zhiwei Jiang, Gang Sun, Qing Gu, Tao Bai and Daoxu Chen 		pp. 411–420
pdf bib More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets
Axel Schulz, Christian Guckelsberger and Benedikt Schmidt 		pp. 421–430
pdf bib Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression
Peter Phandi, Kian Ming A. Chai and Hwee Tou Ng 		pp. 431–439
pdf bib Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection
Ruty Rinott, Lena Dankin, Carlos Alzate Perez, Mitesh M. Khapra, Ehud Aharoni and Noam Slonim 		pp. 440–450
pdf bib Spelling Correction of User Search Queries through Statistical Machine Translation
Saša Hasan, Carmen Heger and Saab Mansour 		pp. 451–460
pdf bib Human Evaluation of Grammatical Error Correction Systems
Roman Grundkiewicz, Marcin Junczys-Dowmunt and Edward Gillian 		pp. 461–470
pdf bib Learning a Deep Hybrid Model for Semi-Supervised Text Classification
Alexander Ororbia II, C. Lee Giles and David Reitter 		pp. 471–481
pdf bib Joint Embedding of Query and Ad by Leveraging Implicit Feedback
Sungjin Lee and Yifan Hu 		pp. 482–491
pdf bib Automatic Extraction of Time Expressions Accross Domains in French Narratives
Mike Donald Tapi Nzali, Xavier Tannier and Aurelie Neveol 		pp. 492–498
pdf bib Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics
David S. Batista, Bruno Martins and Mário J. Silva 		pp. 499–504
pdf bib Extraction and generalisation of variables from scientific publications
Erwin Marsi and Pinar Öztürk 		pp. 505–511
pdf bib Named entity recognition with document-specific KB tag gazetteers
Will Radford, Xavier Carreras and James Henderson 		pp. 512–517
pdf bib "A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce": Learning State Changing Verbs from Wikipedia Revision History
Derry Tanti Wijaya, Ndapandula Nakashole and Tom Mitchell 		pp. 518–523
pdf bib Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists
Lidong Bing, Sneha Chaudhari, Richard Wang and William Cohen 		pp. 524–529
pdf bib An Entity-centric Approach for Overcoming Knowledge Graph Sparsity
Manjunath Hegde and Partha P. Talukdar 		pp. 530–535
pdf bib Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling
Kun Xu, Yansong Feng, Songfang Huang and Dongyan Zhao 		pp. 536–540
pdf bib A Baseline Temporal Tagger for all Languages
Jannik Strötgen and Michael Gertz 		pp. 541–547
pdf bib Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings
Nanyun Peng and Mark Dredze 		pp. 548–554
pdf bib Inferring Binary Relation Schemas for Open Information Extraction
Kangqi Luo, Xusheng Luo and Kenny Zhu 		pp. 555–560
pdf bib LDTM: A Latent Document Type Model for Cumulative Citation Recommendation
Jingang Wang, Dandan Song, Zhiwei Zhang, Lejian Liao, Luo Si and Chin-Yew Lin 		pp. 561–566
pdf bib Online Sentence Novelty Scoring for Topical Document Streams
Sungjin Lee 		pp. 567–572
pdf bib Global Thread-level Inference for Comment Classification in Community Question Answering
Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti and Preslav Nakov 		pp. 573–578
pdf bib Key Concept Identification for Medical Information Retrieval
Jiaping Zheng and Hong Yu 		pp. 579–584
pdf bib Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval
Ruka Funaki and Hideki Nakayama 		pp. 585–590
pdf bib Detecting Risks in the Banking System by Sentiment Analysis
Clemens Nopp and Allan Hanbury 		pp. 591–600
pdf bib Sentiment Flow - A General Model of Web Review Argumentation
Henning Wachsmuth, Johannes Kiesel and Benno Stein 		pp. 601–611
pdf bib Neural Networks for Open Domain Targeted Sentiment
Meishan Zhang, Yue Zhang and Duy Tin Vo 		pp. 612–621
pdf bib Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining
Yuki Nakayama and Atsushi Fujii 		pp. 622–631
pdf bib A large annotated corpus for learning natural language inference
Samuel R. Bowman, Gabor Angeli, Christopher Potts and Christopher D. Manning 		pp. 632–642
pdf bib Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language
Luheng He, Mike Lewis and Luke Zettlemoyer 		pp. 643–653
pdf bib Name List Only? Target Entity Disambiguation in Short Texts
Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji and Jie Tang 		pp. 654–664
pdf bib Biography-Dependent Collaborative Entity Archiving for Slot Filling
Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang and Heng Ji 		pp. 665–675
pdf bib Stochastic Top-k ListNet
Tianyi Luo, Dong Wang, Rong Liu and Yiqiao Pan 		pp. 676–684
pdf bib Exploring Markov Logic Networks for Question Answering
Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark and Oren Etzioni 		pp. 685–694
pdf bib Language and Domain Independent Entity Linking with Quantified Collective Validation
Han Wang, Jin Guang Zheng, Xiaogang Ma, Peter Fox and Heng Ji 		pp. 695–704
pdf bib Modeling Relation Paths for Representation Learning of Knowledge Bases
Yankai Lin, Zhiyuan Liu, Huanbo Luan, Maosong Sun, Siwei Rao and Song Liu 		pp. 705–714
pdf bib Corpus-level Fine-grained Entity Typing Using Contextual Information
Yadollah Yaghoobzadeh and Hinrich Schütze 		pp. 715–725
pdf bib Knowledge Base Unification via Sense Embeddings and Disambiguation
Claudio Delli Bovi, Luis Espinosa Anke and Roberto Navigli 		pp. 726–736
pdf bib Open-Domain Name Error Detection using a Multi-Task RNN
Hao Cheng, Hao Fang and Mari Ostendorf 		pp. 737–746
pdf bib Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning
Isabelle Augenstein, Andreas Vlachos and Diana Maynard 		pp. 747–757
pdf bib Sieve-Based Spatial Relation Extraction with Expanding Parse Trees
Jennifer D’Souza and Vincent Ng 		pp. 758–768
pdf bib Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts
Hardik Vala, David Jurgens, Andrew Piper and Derek Ruths 		pp. 769–774
pdf bib Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization
Jonghoon Kim, Francois Rousseau and Michalis Vazirgiannis 		pp. 775–780
pdf bib Predicting the Structure of Cooking Recipes
Jermsak Jermsurawong and Nizar Habash 		pp. 781–786
pdf bib TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering
Linmei Hu, Juanzi Li, Xiaoli Li, Chao Shao and Xuzhong Wang 		pp. 787–792
pdf bib Sentence Modeling with Gated Recursive Neural Network
Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu and Xuanjing Huang 		pp. 793–798
pdf bib Learning Timeline Difference for Text Categorization
Fumiyo Fukumoto and Yoshimi Suzuki 		pp. 799–804
pdf bib Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis
Sun Kim, Lana Yeganova and W John Wilbur 		pp. 805–810
pdf bib Recognizing Biographical Sections in Wikipedia
Alessio Palmero Aprosio and Sara Tonelli 		pp. 811–816
pdf bib Learn to Solve Algebra Word Problems Using Quadratic Programming
Lipu Zhou, Shuaixiang Dai and Liwei Chen 		pp. 817–822
pdf bib An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text
Abdul Rafae, Abdul Qayyum, Muhammad Moeenuddin, Asim Karim, Hassan Sajjad and Faisal Kamiran 		pp. 823–828
pdf bib Component-Enhanced Chinese Character Embeddings
Yanran Li, Wenjie Li, Fei Sun and Sujian Li 		pp. 829–834
pdf bib Multi-label Text Categorization with Joint Learning Predictions-as-Features Method
Li Li, Houfeng Wang, Xu Sun, Baobao Chang, Shi Zhao and Lei Sha 		pp. 835–839
pdf bib A Framework for Comparing Groups of Documents
Arun Maiya 		pp. 840–845
pdf bib C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking
Sourav Dutta and Gerhard Weikum 		pp. 846–856
pdf bib Joint Mention Extraction and Classification with Mention Hypergraphs
Wei Lu and Dan Roth 		pp. 857–867
pdf bib FINET: Context-Aware Fine-Grained Named Entity Typing
Luciano Del Corro, Abdalghani Abujabal, Rainer Gemulla and Gerhard Weikum 		pp. 868–878
pdf bib Joint Entity Recognition and Disambiguation
Gang Luo, Xiaojiang Huang, Chin-Yew Lin and Zaiqing Nie 		pp. 879–888
pdf bib How Much Information Does a Human Translator Add to the Original?
Barret Zoph, Marjan Ghazvininejad and Kevin Knight 		pp. 889–898
pdf bib Hierarchical Recurrent Neural Network for Document Modeling
Rui Lin, Shujie Liu, Muyun Yang, Mu Li, Ming Zhou and Sheng Li 		pp. 899–907
pdf bib Auto-Sizing Neural Networks: With Applications to n-gram Language Models
Kenton Murray and David Chiang 		pp. 908–916
pdf bib Dual Decomposition Inference for Graphical Models over Strings
Nanyun Peng, Ryan Cotterell and Jason Eisner 		pp. 917–927
pdf bib Discourse parsing for multi-party chat dialogues
Stergos Afantenos, Eric Kow, Nicholas Asher and Jérémy Perret 		pp. 928–937
pdf bib Joint prediction in MST-style discourse parsing for argumentation mining
Andreas Peldszus and Manfred Stede 		pp. 938–948
pdf bib Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment
Md Arafat Sultan, Steven Bethard and Tamara Sumner 		pp. 949–959
pdf bib Semantic Role Labeling with Neural Network Factors
Nicholas FitzGerald, Oscar Täckström, Kuzman Ganchev and Dipanjan Das 		pp. 960–970
pdf bib RELLY: Inferring Hypernym Relationships Between Relational Phrases
Adam Grycner, Gerhard Weikum, Jay Pujara, James Foulds and Lise Getoor 		pp. 971–981
pdf bib Mise en Place: Unsupervised Interpretation of Instructional Recipes
Chloé Kiddon, Ganesa Thandavam Ponnuraj, Luke Zettlemoyer and Yejin Choi 		pp. 982–992
pdf bib Semantic Framework for Comparison Structures in Natural Language
Omid Bakhshandeh and James Allen 		pp. 993–1002
pdf bib Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words
Debanjan Ghosh, Weiwei Guo and Smaranda Muresan 		pp. 1003–1012
pdf bib Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction
Tuan Luu Anh, Jung-jae Kim and See Kiong Ng 		pp. 1013–1022
pdf bib Learning to Automatically Solve Logic Grid Puzzles
Arindam Mitra and Chitta Baral 		pp. 1023–1033
pdf bib Improving fast_align by Reordering
Chenchen Ding, Masao Utiyama and Eiichiro Sumita 		pp. 1034–1039
pdf bib Touch-Based Pre-Post-Editing of Machine Translation Output
Benjamin Marie and Aurélien Max 		pp. 1040–1045
pdf bib A Discriminative Training Procedure for Continuous Translation Models
Quoc-Khanh DO, Alexandre Allauzen and François Yvon 		pp. 1046–1052
pdf bib System Combination for Machine Translation through Paraphrasing
Wei-Yun Ma and Kathleen McKeown 		pp. 1053–1058
pdf bib Hierarchical Incremental Adaptation for Statistical Machine Translation
Joern Wuebker, Spence Green and John DeNero 		pp. 1059–1065
pdf bib ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks
Rohit Gupta, Constantin Orasan and Josef van Genabith 		pp. 1066–1072
pdf bib Investigating Continuous Space Language Models for Machine Translation Quality Estimation
Kashif Shah, Raymond W. M. Ng, Fethi Bougares and Lucia Specia 		pp. 1073–1078
pdf bib Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages
Tomer Levinboim and David Chiang 		pp. 1079–1083
pdf bib Translation Invariant Word Embeddings
Kejun Huang, Matt Gardner, Evangelos Papalexakis, Christos Faloutsos, Nikos Sidiropoulos, Tom Mitchell, Partha P. Talukdar and Xiao Fu 		pp. 1084–1088
pdf bib Hierarchical Phrase-based Stream Decoding
Andrew Finch, Xiaolin Wang, Masao Utiyama and Eiichiro Sumita 		pp. 1089–1094
pdf bib Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation
Fabienne Braune, Nina Seemann and Alexander Fraser 		pp. 1095–1101
pdf bib Motivating Personality-aware Machine Translation
Shachar Mirkin, Scott Nowson, Caroline Brun and Julien Perez 		pp. 1102–1108
pdf bib Trans-gram, Fast Cross-lingual Word-embeddings
Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek and Amine Benhalloum 		pp. 1109–1113
pdf bib The Overall Markedness of Discourse Relations
Lifeng Jin and Marie-Catherine de Marneffe 		pp. 1114–1119
pdf bib Experiments in Open Domain Deception Detection
Verónica Pérez-Rosas and Rada Mihalcea 		pp. 1120–1125
pdf bib A model of rapid phonotactic generalization
Tal Linzen and Timothy O’Donnell 		pp. 1126–1131
pdf bib Automatically Solving Number Word Problems by Semantic Parsing and Reasoning
Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu and Yong Rui 		pp. 1132–1142
pdf bib Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation
Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu and Jonathan May 		pp. 1143–1154
pdf bib The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le and Willem Zuidema 		pp. 1155–1164
pdf bib Alignment-Based Compositional Semantics for Instruction Following
Jacob Andreas and Dan Klein 		pp. 1165–1174
pdf bib Do we need bigram alignment models? On the effect of alignment quality on transduction accuracy in G2P
Steffen Eger 		pp. 1175–1185
pdf bib Keyboard Logs as Natural Annotations for Word Segmentation
Fumihiko Takahasi and Shinsuke Mori 		pp. 1186–1196
pdf bib Long Short-Term Memory Neural Networks for Chinese Word Segmentation
Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu and Xuanjing Huang 		pp. 1197–1206
pdf bib Semi-supervised Chinese Word Segmentation based on Bilingual Information
Wei Chen and Bo Xu 		pp. 1207–1216
pdf bib Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model
Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura and Eiichiro Sumita 		pp. 1217–1227
pdf bib Consistency-Aware Search for Word Alignment
Shiqi Shen, Yang Liu, Maosong Sun and Huanbo Luan 		pp. 1228–1237
pdf bib Graph-Based Collective Lexical Selection for Statistical Machine Translation
Jinsong Su, Deyi Xiong, Shujian Huang, Xianpei Han and Junfeng Yao 		pp. 1238–1247
pdf bib Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation
Jinsong Su, Deyi Xiong, Biao Zhang, Yang Liu, Junfeng Yao and Min Zhang 		pp. 1248–1258
pdf bib How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models
Shafiq Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali and Stephan Vogel 		pp. 1259–1270
pdf bib Detecting Content-Heavy Sentences: A Cross-Language Case Study
Junyi Jessy Li and Ani Nenkova 		pp. 1271–1281
pdf bib Search-Aware Tuning for Hierarchical Phrase-based Decoding
Feifei Zhai, Liang Huang and Kai Zhao 		pp. 1282–1291
pdf bib Part-of-speech Taggers for Low-resource Languages using CCA Features
Young-Bum Kim, Benjamin Snyder and Ruhi Sarikaya 		pp. 1292–1302
pdf bib An Improved Tag Dictionary for Faster Part-of-Speech Tagging
Robert Moore 		pp. 1303–1308
pdf bib Improving Arabic Diacritization through Syntactic Analysis
Anas Shahrour, Salam Khalifa and Nizar Habash 		pp. 1309–1315
pdf bib Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing
Meishan Zhang and Yue Zhang 		pp. 1316–1321
pdf bib Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing
Xuezhe Ma and Eduard Hovy 		pp. 1322–1328
pdf bib Online Updating of Word Representations for Part-of-Speech Tagging
Wenpeng Yin, Tobias Schnabel and Hinrich Schütze 		pp. 1329–1334
pdf bib Empty Category Detection using Path Features and Distributed Case Frames
Shunsuke Takeno, Masaaki Nagata and Kazuhide Yamamoto 		pp. 1335–1340
pdf bib Foreebank: Syntactic Analysis of Customer Support Forums
Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn and Joseph Le Roux 		pp. 1341–1347
pdf bib Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data
Eliyahu Kiperwasser and Yoav Goldberg 		pp. 1348–1353
pdf bib Improved Transition-Based Parsing and Tagging with Neural Networks
Chris Alberti, David Weiss, Greg Coppola and Slav Petrov 		pp. 1354–1359
pdf bib Syntactic Parse Fusion
Do Kook Choe, David McClosky and Eugene Charniak 		pp. 1360–1366
pdf bib Not All Contexts Are Created Equal: Better Word Representations with Variable Attention
Wang Ling, Yulia Tsvetkov, Silvio Amir, Ramon Fermandez, Chris Dyer, Alan W Black, Isabel Trancoso and Chu-Cheng Lin 		pp. 1367–1372
pdf bib An Improved Non-monotonic Transition System for Dependency Parsing
Matthew Honnibal and Mark Johnson 		pp. 1373–1378
pdf bib Improving Statistical Machine Translation with a Multilingual Paraphrase Database
Ramtin Mehdizadeh Seraj, Maryam Siahbani and Anoop Sarkar 		pp. 1379–1390
pdf bib Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation
Xing Wang, Deyi Xiong and Min Zhang 		pp. 1391–1400
pdf bib A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences
Andreas Guta, Tamer Alkhouli, Jan-Thorsten Peter, Joern Wuebker and Hermann Ney 		pp. 1401–1411
pdf bib Effective Approaches to Attention-based Neural Machine Translation
Thang Luong, Hieu Pham and Christopher D. Manning 		pp. 1412–1421
pdf bib Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
Duyu Tang, Bing Qin and Ting Liu 		pp. 1422–1432
pdf bib Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings
Pengfei Liu, Shafiq Joty and Helen Meng 		pp. 1433–1443
pdf bib Joint A* CCG Parsing and Semantic Role Labelling
Mike Lewis, Luheng He and Luke Zettlemoyer 		pp. 1444–1454
pdf bib Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar
Junhui Li, Muhua Zhu, Wei Lu and Guodong Zhou 		pp. 1455–1465
pdf bib Solving Geometry Problems: Combining Text and Diagram Interpretation
Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni and Clint Malcolm 		pp. 1466–1476
pdf bib Do You See What I Mean? Visual Resolution of Linguistic Ambiguities
Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz and Shimon Ullman 		pp. 1477–1487
pdf bib Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction
Matt Gardner and Tom Mitchell 		pp. 1488–1498
pdf bib Representing Text for Joint Embedding of Text and Knowledge Bases
Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury and Michael Gamon 		pp. 1499–1509
pdf bib A Utility Model of Authors in the Scientific Community
Yanchuan Sim, Bryan Routledge and Noah A. Smith 		pp. 1510–1519
pdf bib Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation
Wang Ling, Chris Dyer, Alan W Black, Isabel Trancoso, Ramon Fermandez, Silvio Amir, Luis Marujo and Tiago Luis 		pp. 1520–1530
pdf bib Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Jianpeng Cheng and Dimitri Kartsaklis 		pp. 1531–1542
pdf bib Conversation Trees: A Grammar Model for Topic Structure in Forums
Annie Louis and Shay B. Cohen 		pp. 1543–1553
pdf bib Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections
Jingwei Zhang, Aaron Gerow, Jaan Altosaar, James Evans and Richard Jean So 		pp. 1554–1564
pdf bib Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei, Regina Barzilay and Tommi Jaakkola 		pp. 1565–1575
pdf bib Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks
Hua He, Kevin Gimpel and Jimmy Lin 		pp. 1576–1586
pdf bib Posterior calibration and exploratory analysis for natural language processing models
Khanh Nguyen and Brendan O’Connor 		pp. 1587–1598
pdf bib A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Shaohua Li, Jun Zhu and Chunyan Miao 		pp. 1599–1609
pdf bib Reading Documents for Bayesian Online Change Point Detection
Taehoon Kim and Jaesik Choi 		pp. 1610–1619
pdf bib Recognizing Textual Entailment Using Probabilistic Inference
Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui and Tingsong Jiang 		pp. 1620–1625
pdf bib Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks
Zhen Wang, Tingsong Jiang, Baobao Chang and Zhifang Sui 		pp. 1626–1631
pdf bib Unsupervised Negation Focus Identification with Word-Topic Graph Model
Bowei Zou, Guodong Zhou and Qiaoming Zhu 		pp. 1632–1636
pdf bib Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds
Corina Dima 		pp. 1637–1642
pdf bib Event Detection and Factuality Assessment with Non-Expert Supervision
Kenton Lee, Yoav Artzi, Yejin Choi and Luke Zettlemoyer 		pp. 1643–1648
pdf bib Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity
Julien Kloetzer, Kentaro Torisawa, Chikara Hashimoto and Jong-Hoon Oh 		pp. 1649–1655
pdf bib Context-Dependent Knowledge Graph Embedding
Yuanfei Luo, Quan Wang, Bin Wang and Li Guo 		pp. 1656–1661
pdf bib Learning to Identify the Best Contexts for Knowledge-based WSD
Evgenia Wasserman Pritsker, William Cohen and Einat Minkov 		pp. 1662–1667
pdf bib Measuring Prerequisite Relations Among Concepts
Chen Liang, Zhaohui Wu, Wenyi Huang and C. Lee Giles 		pp. 1668–1674
pdf bib Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages
Nut Limsopatham and Nigel Collier 		pp. 1675–1680
pdf bib Script Induction as Language Modeling
Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro and Benjamin Van Durme 		pp. 1681–1686
pdf bib Online Learning of Interpretable Word Embeddings
Hongyin Luo, Zhiyuan Liu, Huanbo Luan and Maosong Sun 		pp. 1687–1692
pdf bib A Strong Lexical Matching Method for the Machine Comprehension Test
Ellery Smith, Nicola Greco, Matko Bosnjak and Andreas Vlachos 		pp. 1693–1698
pdf bib Broad-coverage CCG Semantic Parsing with AMR
Yoav Artzi, Kenton Lee and Luke Zettlemoyer 		pp. 1699–1710
pdf bib Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrkšić, Pei-Hao Su, David Vandyke and Steve Young 		pp. 1711–1721
pdf bib Do Multi-Sense Embeddings Improve Natural Language Understanding?
Jiwei Li and Dan Jurafsky 		pp. 1722–1732
pdf bib Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions
Majid Yazdani, Meghdad Farahmand and James Henderson 		pp. 1733–1742
pdf bib Solving General Arithmetic Word Problems
Subhro Roy and Dan Roth 		pp. 1743–1752
pdf bib Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
Daojian Zeng, Kang Liu, Yubo Chen and Jun Zhao 		pp. 1753–1762
pdf bib CORE: Context-Aware Open Relation Extraction with Factorization Machines
Fabio Petroni, Luciano Del Corro and Rainer Gemulla 		pp. 1763–1773
pdf bib Improved Relation Extraction with Feature-Rich Compositional Embedding Models
Matthew R. Gormley, Mo Yu and Mark Dredze 		pp. 1774–1784
pdf bib Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths
Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng and Zhi Jin 		pp. 1785–1794
pdf bib A Computational Cognitive Model of Novel Word Generalization
Aida Nematzadeh, Erin Grant and Suzanne Stevenson 		pp. 1795–1804
pdf bib Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources
Lucie Flekova and Iryna Gurevych 		pp. 1805–1816
pdf bib Leave-one-out Word Alignment without Garbage Collector Effects
Xiaolin Wang, Masao Utiyama, Andrew Finch, Taro Watanabe and Eiichiro Sumita 		pp. 1817–1827
pdf bib Generalized Agreement for Bidirectional Word Alignment
Chunyang Liu, Yang Liu, Maosong Sun, Huanbo Luan and Heng Yu 		pp. 1828–1836
pdf bib A Transition-based Model for Joint Segmentation, POS-tagging and Normalization
Tao Qian, Yue Zhang, Meishan Zhang, Yafeng Ren and Donghong Ji 		pp. 1837–1846
pdf bib Multilingual discriminative lexicalized phrase structure parsing
Benoit Crabbé 		pp. 1847–1856
pdf bib Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing
Yuan Zhang and Regina Barzilay 		pp. 1857–1867
pdf bib Diversity in Spectral Learning for Natural Language Parsing
Shashi Narayan and Shay B. Cohen 		pp. 1868–1878
pdf bib Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks
Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu and Xuanjing Huang 		pp. 1879–1889
pdf bib Turn-taking phenomena in incremental dialogue systems
Hatim Khouzaimi, Romain Laroche and Fabrice Lefevre 		pp. 1890–1895
pdf bib Hierarchical Latent Words Language Models for Robust Modeling to Out-Of Domain Tasks
Ryo Masumura, Taichi Asami, Takanobu Oba, Hirokazu Masataki, Sumitaka Sakauchi and Akinori Ito 		pp. 1896–1901
pdf bib A Coarse-Grained Model for Optimal Coupling of ASR and SMT Systems for Speech Translation
Gaurav Kumar, Graeme Blackwood, Jan Trmal, Daniel Povey and Sanjeev Khudanpur 		pp. 1902–1907
pdf bib Abstractive Multi-document Summarization with Semantic Information Extraction
Wei Li 		pp. 1908–1913
pdf bib Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions
Florian Boudin, Hugo Mougard and Benoit Favre 		pp. 1914–1918
pdf bib GhostWriter: Using an LSTM for Automatic Rap Lyric Generation
Peter Potash, Alexey Romanov and Anna Rumshisky 		pp. 1919–1924
pdf bib Better Summarization Evaluation with Word Embeddings for ROUGE
Jun-Ping Ng and Viktoria Abrecht 		pp. 1925–1930
pdf bib Krimping texts for better summarization
Marina Litvak, Mark Last and Natalia Vanetik 		pp. 1931–1935
pdf bib From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes
Dimitra Gkatzia, Verena Rieser, Phil Bartie and William Mackaness 		pp. 1936–1942
pdf bib An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles
Deyu Zhou, Haiyang Xu and Yulan He 		pp. 1943–1948
pdf bib Topical Coherence for Graph-based Extractive Summarization
Daraksha Parveen, Hans-Martin Ramsl and Michael Strube 		pp. 1949–1954
pdf bib Summarizing Student Responses to Reflection Prompts
Wencan Luo and Diane Litman 		pp. 1955–1960
pdf bib Extractive Summarization by Maximizing Semantic Volume
Dani Yogatama, Fei Liu and Noah A. Smith 		pp. 1961–1966
pdf bib LCSTS: A Large Scale Chinese Short Text Summarization Dataset
Baotian Hu, Qingcai Chen and Fangze Zhu 		pp. 1967–1972
pdf bib Discourse Planning with an N-gram Model of Relations
Or Biran and Kathleen McKeown 		pp. 1973–1977
pdf bib Experiments with Generative Models for Dependency Tree Linearization
Richard Futrell and Edward Gibson 		pp. 1978–1983
pdf bib Summarization Based on Embedding Distributions
Hayato Kobayashi, Masaki Noguchi and Taichi Yatsuka 		pp. 1984–1989
pdf bib Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation
Marc Dymetman, Sriram Venkatapathy and Chunyang Xiao 		pp. 1990–1995
pdf bib A quantitative analysis of gender differences in movies using psycholinguistic normatives
Anil Ramakrishna, Nikolaos Malandrakis, Elizabeth Staruk and Shrikanth Narayanan 		pp. 1996–2001
pdf bib EMNLP versus ACL: Analyzing NLP research over time
Sujatha Das Gollapalli and Xiaoli Li 		pp. 2002–2006
pdf bib Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge
Yang Li and Peter Clark 		pp. 2007–2012
pdf bib WikiQA: A Challenge Dataset for Open-Domain Question Answering
Yi Yang, Wen-tau Yih and Christopher Meek 		pp. 2013–2018
pdf bib Personalized Machine Translation: Predicting Translational Preferences
Shachar Mirkin and Jean-Luc Meunier 		pp. 2019–2025
pdf bib Talking to the crowd: What do people react to in online discussions?
Aaron Jaech, Victoria Zayats, Hao Fang, Mari Ostendorf and Hannaneh Hajishirzi 		pp. 2026–2031
pdf bib What Your Username Says About You
Aaron Jaech and Mari Ostendorf 		pp. 2032–2037
pdf bib Knowledge Base Inference using Bridging Entities
Bhushan Kotnis, Pradeep Bansal and Partha P. Talukdar 		pp. 2038–2043
pdf bib Specializing Word Embeddings for Similarity or Relatedness
Douwe Kiela, Felix Hill and Stephen Clark 		pp. 2044–2048
pdf bib Evaluation of Word Vector Representations by Subspace Alignment
Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Guillaume Lample and Chris Dyer 		pp. 2049–2054
pdf bib Higher-order logical inference with compositional semantics
Koji Mineshima, Pascual Martínez-Gómez, Yusuke Miyao and Daisuke Bekki 		pp. 2055–2061
pdf bib Any-language frame-semantic parsing
Anders Johannsen, Héctor Martínez Alonso and Anders Søgaard 		pp. 2062–2066
pdf bib What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation
Arne Köhn 		pp. 2067–2073
pdf bib Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron
Jun Araki and Teruko Mitamura 		pp. 2074–2080
pdf bib A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation
Rico Sennrich and Barry Haddow 		pp. 2081–2087
pdf bib Variable-Length Word Encodings for Neural Translation Models
Rohan Chitnis and John DeNero 		pp. 2088–2093
pdf bib A Binarized Neural Network Joint Model for Machine Translation
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig and Satoshi Nakamura 		pp. 2094–2099
pdf bib Bayesian Optimization of Text Representations
Dani Yogatama, Lingpeng Kong and Noah A. Smith 		pp. 2100–2105
pdf bib A Comparative Study on Regularization Strategies for Embedding-based Neural Networks
Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu and Zhi Jin 		pp. 2106–2111
pdf bib Efficient Hyper-parameter Optimization for NLP Applications
Lidan Wang, Minwei Feng, Bowen Zhou, Bing Xiang and Sridhar Mahadevan 		pp. 2112–2117
pdf bib Improved Arabic Dialect Classification with Social Media Data
Fei Huang 		pp. 2118–2126
pdf bib Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse
Ivan Habernal and Iryna Gurevych 		pp. 2127–2137
pdf bib Confounds and Consequences in Geotagged Twitter Data
Umashanthi Pavalanathan and Jacob Eisenstein 		pp. 2138–2148
pdf bib Modeling Reportable Events as Turning Points in Narrative
Jessica Ouyang and Kathleen McKeown 		pp. 2149–2158
pdf bib Towards the Extraction of Customer-to-Customer Suggestions from Reviews
Sapna Negi and Paul Buitelaar 		pp. 2159–2167
pdf bib Using Content-level Structures for Summarizing Microblog Repost Trees
Jing Li, Wei Gao, Zhongyu Wei, Baolin Peng and Kam-Fai Wong 		pp. 2168–2178
pdf bib Intra-sentential Zero Anaphora Resolution using Subject Sharing Recognition
Ryu Iida, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh and Julien Kloetzer 		pp. 2179–2189
pdf bib Estimation of Discourse Segmentation Labels from Crowd Data
Ziheng Huang, Jialu Zhong and Rebecca J. Passonneau 		pp. 2190–2200
pdf bib Comparing Word Representations for Implicit Discourse Relation Classification
Chloé Braud and Pascal Denis 		pp. 2201–2211
pdf bib Better Document-level Sentiment Analysis from RST Discourse Parsing
Parminder Bhatia, Yangfeng Ji and Jacob Eisenstein 		pp. 2212–2218
pdf bib Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations
Yangfeng Ji, Gongbo Zhang and Jacob Eisenstein 		pp. 2219–2224
pdf bib Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia
Seokhwan Kim, Rafael E. Banchs and Haizhou Li 		pp. 2225–2229
pdf bib Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition
Biao Zhang, Jinsong Su, Deyi Xiong, Yaojie Lu, Hong Duan and Junfeng Yao 		pp. 2230–2235
pdf bib On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse
Judith Eckle-Kohler, Roland Kluge and Iryna Gurevych 		pp. 2236–2242
pdf bib Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems
Ryuichiro Higashinaka, Masahiro Mizukami, Kotaro Funakoshi, Masahiro Araki, Hiroshi Tsukahara and Yuka Kobayashi 		pp. 2243–2248
pdf bib Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments
Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi and Hideki Asoh 		pp. 2249–2254
pdf bib Discourse Element Identification in Student Essays based on Global and Local Cohesion
Wei Song, Ruiji Fu, Lizhen Liu and Ting Liu 		pp. 2255–2261
pdf bib Adapting Coreference Resolution for Narrative Processing
Quynh Ngoc Thi Do, Steven Bethard and Marie-Francine Moens 		pp. 2262–2267
pdf bib Joint Lemmatization and Morphological Tagging with Lemming
Thomas Müller, Ryan Cotterell, Alexander Fraser and Hinrich Schütze 		pp. 2268–2274
pdf bib Transducer Disambiguation with Sparse Topological Features
Gonzalo Iglesias, Adrià de Gispert and Bill Byrne 		pp. 2275–2280
pdf bib Arabic Diacritization with Recurrent Neural Networks
Yonatan Belinkov and James Glass 		pp. 2281–2285
pdf bib Automatic Diacritics Restoration for Hungarian
Attila Novák and Borbála Siklósi 		pp. 2286–2291
pdf bib Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model
Hajime Morita, Daisuke Kawahara and Sadao Kurohashi 		pp. 2292–2297
pdf bib Can Symbol Grounding Improve Low-Level NLP? Word Segmentation as a Case Study
Hirotaka Kameko, Shinsuke Mori and Yoshimasa Tsuruoka 		pp. 2298–2303
pdf bib When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li, Thang Luong, Dan Jurafsky and Eduard Hovy 		pp. 2304–2314
pdf bib Discriminative Neural Sentence Modeling by Tree-Based Convolution
Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang and Zhi Jin 		pp. 2315–2325
pdf bib Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Pengfei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu and Xuanjing Huang 		pp. 2326–2335
pdf bib Verbal and Nonverbal Clues for Real-life Deception Detection
Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, CJ Linton and Mihai Burzo 		pp. 2336–2346
pdf bib Social Media Text Classification under Negative Covariate Shift
Geli Fei and Bing Liu 		pp. 2347–2356
pdf bib Co-Training for Topic Classification of Scholarly Data
Cornelia Caragea, Florin Bulgarov and Rada Mihalcea 		pp. 2357–2366
pdf bib Humor Recognition and Humor Anchor Extraction
Diyi Yang, Alon Lavie, Chris Dyer and Eduard Hovy 		pp. 2367–2376
pdf bib Topic Identification and Discovery on Text and Speech
Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero and Benjamin Van Durme 		pp. 2377–2387
pdf bib A Dynamic Programming Algorithm for Computing N-gram Posteriors from Lattices
Dogan Can and Shrikanth Narayanan 		pp. 2388–2397
pdf bib Bilingual Structured Language Models for Statistical Machine Translation
Ekaterina Garmash and Christof Monz 		pp. 2398–2408
pdf bib Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees
Ehsan Shareghi, Matthias Petri, Gholamreza Haffari and Trevor Cohn 		pp. 2409–2418
pdf bib ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation
Chuncheng Xiang, Tingsong Jiang, Baobao Chang and Zhifang Sui 		pp. 2419–2429
pdf bib A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics
Martin Riedl and Chris Biemann 		pp. 2430–2440
pdf bib Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining
Likun Qiu, Yue Zhang and Yanan Lu 		pp. 2441–2450
pdf bib Navigating the Semantic Horizon using Relative Neighborhood Graphs
Amaru Cuba Gyllensten and Magnus Sahlgren 		pp. 2451–2460
pdf bib Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception
Douwe Kiela and Stephen Clark 		pp. 2461–2470
pdf bib Automatic recognition of habituals: a three-way classification of clausal aspect
Annemarie Friedrich and Manfred Pinkal 		pp. 2471–2481
pdf bib Distributed Representations for Unsupervised Semantic Role Labeling
Kristian Woodsend and Mirella Lapata 		pp. 2482–2491
pdf bib A Tableau Prover for Natural Logic and Language
Lasha Abzianidze 		pp. 2492–2502
pdf bib JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis
Kun-Hu Luo, Zhi-Hong Deng, Hongliang Yu and Liang-Chen Wei 		pp. 2503–2508
pdf bib PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis
Thien Hai Nguyen and Kiyoaki Shirai 		pp. 2509–2514
pdf bib ASTD: Arabic Sentiment Tweets Dataset
Mahmoud Nabil, Mohamed Aly and Amir Atiya 		pp. 2515–2519
pdf bib Adjective Intensity and Sentiment Analysis
Raksha Sharma, Mohit Gupta, Astha Agarwal and Pushpak Bhattacharyya 		pp. 2520–2526
pdf bib The Rating Game: Sentiment Rating Reproducibility from Text
Lasse Borgholt, Peter Simonsen and Dirk Hovy 		pp. 2527–2532
pdf bib A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining
Salud M. Jiménez-Zafra, Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, María Teresa Martín-Valdivia and Alejandro Moreo Fernández 		pp. 2533–2538
pdf bib Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis
Soujanya Poria, Erik Cambria and Alexander Gelbukh 		pp. 2539–2544
pdf bib SLSA: A Sentiment Lexicon for Standard Arabic
Ramy Eskander and Owen Rambow 		pp. 2545–2550
pdf bib Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification
Ning Xing, Yuexian Hou, Peng Zhang, Wenjie Li and Dawei Song 		pp. 2551–2556
pdf bib That’s So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets
William Yang Wang and Diyi Yang 		pp. 2557–2563
pdf bib Detection of Steganographic Techniques on Twitter
Alex Wilson, Phil Blunsom and Andrew Ker 		pp. 2564–2569
pdf bib #SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns
Dong Nguyen, Tijs van den Broek, Claudia Hauff, Djoerd Hiemstra and Michel Ehrenhard 		pp. 2570–2576
pdf bib An Analysis of Domestic Abuse Discourse on Reddit
Nicolas Schrading, Cecilia Ovesdotter Alm, Ray Ptucha and Christopher Homan 		pp. 2577–2583
pdf bib Twitter-scale New Event Detection via K-term Hashing
Dominik Wurzer, Victor Lavrenko and Miles Osborne 		pp. 2584–2589
pdf bib Classifying Tweet Level Judgements of Rumours in Social Media
Michal Lukasik, Trevor Cohn and Kalina Bontcheva 		pp. 2590–2595
pdf bib Identification and Verification of Simple Claims about Statistical Properties
Andreas Vlachos and Sebastian Riedel 		pp. 2596–2601

Last modified on September 4, 2015, 2:14 a.m.