Publications:

Shilpa Arora and Eric Nyberg (2011), "Assessing Benefit from Feature Feedback in Active Learning for Text Classification", In the proceedings of the Fifteenth Conference on Computational Natural Language Learning, (CoNLL), 2011. [pdf]

Shilpa Arora, Elijah Mayfield, Carolyn P. Rose and Eric Nyberg (2010), "Sentiment Classification using Automatically Extracted Subgraph Features", In the proceedings of the workshop on Emotion in Text at NAACL 2010. [pdf][ERRATA]

Shilpa Arora, Eric Nyberg and Carolyn P. Rose (2009), “Estimating Annotation Cost for Active Learning in a Multi-Annotator Environment”, In the proceedings of Active Learning for NLP workshop at NAACL-HLT 2009, Boulder, Colorado, USA. [pdf]

Shilpa Arora and Eric Nyberg, “Interactive Annotation Learning with Indirect Feature Voting”, In the proceedings of Student Research Symposium at NAACL-HLT 2009, Boulder, Colorado, USA. [pdf]

Shilpa Arora, Mahesh Joshi and Carolyn P. Rose (2009), “Identifying Types of Claims in Online Customer Reviews”, In the proceedings of NAACL-HLT 2009, Boulder, Colorado, USA. [pdf]

Sameer Badaskar, Sachin Agarwal and Shilpa Arora (2008), “Identifying Real or Fake Articles: Towards better Language Modeling”, In the proceedings of The Third International Joint Conference on Natural Language Processing (IJCNLP 2008), Hyderabad, India. [pdf]

Shilpa Arora and Sachin Agarwal (2007). ''Literature Review: Active Learning for Natural Language Processing''.[pdf] [Slides]

Shilpa Arora and Manas Pathak (2007). ''Learning More with Less: Reducing Annotation Effort with Active and Interactive Learning.'' LTI Student Research Symposium - Research Abstract. [pdf] [slides]

Sachin Agarwal and Shilpa Arora (2007), “Context Based Word Prediction for Texting Language” , 8th RIAO Conference on Large Scale Semantic Access to Content (Text, Image, Video and Sound), Pittsburgh, USA, May 2007. [pdf]

Shilpa Arora, Advisors: Dr. Ng Hwee Tou (NUS) and Dr. Leslie Kaelbling(MIT) (2005). “Using Paraphrases for Information Extraction”. Masters Thesis, Singapore-MIT Alliance. [pdf]

Shilpa Arora and Sabu Emmanuel (2003), “Real-Time Adaptive Speech Watermarking for Scheme for Mobile Applications”, 4th ICICS & 4th IEEE PCM Conference, Singapore, December 2003.