| 2011 | (Invited talk) Bayesian Tools for Natural Language Learning. Yee Whye Teh |
| 2011 | (Invited talk) Computational Linguistics for Studying Language in People: Principles, Applications and Research Problems. Bruce Hayes |
| 2011 | A Normalized-Cut Alignment Model for Mapping Hierarchical Semantic Structures onto Spoken Documents. Xiaodan Zhu |
| 2011 | Adapting Text instead of the Model: An Open Domain Approach. Gourab Kundu, Dan Roth |
| 2011 | Assessing Benefit from Feature Feedback in Active Learning for Text Classification. Shilpa Arora, Eric Nyberg |
| 2011 | Authorship Attribution with Latent Dirichlet Allocation. Yanir Seroussi, Ingrid Zukerman, Fabian Bohnert |
| 2011 | Automatic Keyphrase Extraction by Bridging Vocabulary Gap. Zhiyuan Liu, Xinxiong Chen, Yabin Zheng, Maosong Sun |
| 2011 | Automatically Building Training Examples for Entity Extraction. Marco Pennacchiotti, Patrick Pantel |
| 2011 | Composing Simple Image Descriptions using Web-scale N-grams. Siming Li, Girish Kulkarni, Tamara L. Berg, Alexander C. Berg, Yejin Choi |
| 2011 | Effects of Meaning-Preserving Corrections on Language Learning. Dana Angluin, Leonor Becerra-Bonache |
| 2011 | Evaluating a Semantic Network Automatically Constructed from Lexical Co-occurrence on a Word Sense Disambiguation Task. Sean R. Szumlanski, Fernando Gomez |
| 2011 | Filling the Gap: Semi-Supervised Learning for Opinion Detection Across Domains. Ning Yu, Sandra Kübler |
| 2011 | Gender Attribution: Tracing Stylometric Evidence Beyond Topic and Genre. Ruchita Sarawgi, Kailash Gajulapalli, Yejin Choi |
| 2011 | Improving the Impact of Subjectivity Word Sense Disambiguation on Contextual Opinion Analysis. Cem Akkaya, Janyce Wiebe, Alexander Conrad, Rada Mihalcea |
| 2011 | Language Models as Representations for Weakly Supervised NLP Tasks. Fei Huang, Alexander Yates, Arun Ahuja, Doug Downey |
| 2011 | Learning Discriminative Projections for Text Similarity Measures. Wen-tau Yih, Kristina Toutanova, John C. Platt, Christopher Meek |
| 2011 | Learning with Lookahead: Can History-Based Models Rival Globally Optimized Models? Yoshimasa Tsuruoka, Yusuke Miyao, Jun'ichi Kazama |
| 2011 | Modeling Infant Word Segmentation. Constantine Lignos |
| 2011 | Modeling Syntactic Context Improves Morphological Segmentation. Yoong Keok Lee, Aria Haghighi, Regina Barzilay |
| 2011 | Probabilistic Word Alignment under the $L_0$-norm. Thomas Schoenemann |
| 2011 | Proceedings of the Fifteenth Conference on Computational Natural Language Learning, CoNLL 2011, Portland, Oregon, USA, June 23-24, 2011 Sharon Goldwater, Christopher D. Manning |
| 2011 | Punctuation: Making a Point in Unsupervised Dependency Parsing. Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky |
| 2011 | Search-based Structured Prediction applied to Biomedical Event Extraction. Andreas Vlachos, Mark Craven |
| 2011 | Subword and Spatiotemporal Models for Identifying Actionable Information in {H}aitian {K}reyol. Robert Munro |
| 2011 | The Effect of Automatic Tokenization, Vocalization, Stemming, and {POS} Tagging on {A}rabic Dependency Parsing. Emad Mohamed |
| 2011 | ULISSE: an Unsupervised Algorithm for Detecting Reliable Dependency Parses. Felice Dell'Orletta, Giulia Venturi, Simonetta Montemagni |
| 2011 | Using Second-order Vectors in a Knowledge-based Method for Acronym Disambiguation. Bridget T. McInnes, Ted Pedersen, Ying Liu, Serguei V. S. Pakhomov, Genevieve B. Melton |
| 2011 | Using Sequence Kernels to identify Opinion Entities in Urdu. Smruthi Mukund, Debanjan Ghosh, Rohini K. Srihari |
| 2011 | Using the Mutual k-Nearest Neighbor Graphs for Semi-supervised Classification on Natural Language Data. Kohei Ozaki, Masashi Shimbo, Mamoru Komachi, Yuji Matsumoto |
| 2011 | Word Segmentation as General Chunking. Daniel Hewlett, Paul R. Cohen |