| 2011 | Comparing Approaches to Tag Discourse Relations. | Shamima Mithun, Leila Kosseim |
| 2011 | Bootstrapping Multiple-Choice Tests with The-Mentor. | Ana Cristina Mendes, Srgio Curto, Lusa Coheur |
| 2011 | Automatic Identification of Cause-Effect Relations in Tamil Using CRFs. | S. Menaka, Pattabhi R. K. Rao, Sobha Lalitha Devi |
| 2011 | Assessing Lexical Alignment in Spontaneous Direction Dialogue Data by Means of a Lexicon Network Model. | Alexander Mehler, Andy Lcking, Peter Menke |
| 2011 | Measuring Similarity of Word Meaning in Context with Lexical Substitutes and Translations. | Diana McCarthy |
| 2011 | Construction of Wakamono Kotoba Emotion Dictionary and Its Application. | Kazuyuki Matsumoto, Fuji Ren |
| 2011 | Online Learning via Dynamic Reranking for Computer Assisted Translation. | Pascual Martnez-Gmez, Germn Sanchis-Trilles, Francisco Casacuberta |
| 2011 | Combining Diverse Word-Alignment Symmetrizations Improves Dependency Tree Projection. | David Marecek |
| 2011 | Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics? | Christopher D. Manning |
| 2011 | Using Thesaurus to Improve Multiclass Text Classification. | Nooshin Maghsoodi, Mohammad Mehdi Homayounpour |
| 2011 | Correcting Verb Selection Errors for ESL with the Perceptron. | Xiaohua Liu, Bo Han, Ming Zhou |
| 2011 | Using Graph Based Method to Improve Bootstrapping Relation Extraction. | Haibo Li, Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka |
| 2011 | Ontology Based Interlingua Translation. | Leonardo Lesmo, Alessandro Mazzei, Daniele Paolo Radicioni |
| 2011 | Informality Judgment at Sentence Level and Experiments with Formality Score. | Shibamouli Lahiri, Prasenjit Mitra, Xiaofei Lu |
| 2011 | An Efficient Part-of-Speech Tagger for Arabic. | Seluk Kpr |
| 2011 | Topic Chains for Understanding a News Corpus. | Dongwoo Kim, Alice Oh |
| 2011 | Automatic Generation of a Pronunciation Dictionary with Rich Variation Coverage Using SMT Methods. | Panagiota Karanasou, Lori Lamel |
| 2011 | A Minimum Cluster-Based Trigram Statistical Model for Thai Syllabification. | Chonlasith Jucksriporn, Ohm Sornil |
| 2011 | An Evaluation of Part of Speech Tagging on Written Second Language Spanish. | Mara del Pilar Valverde Ibaez |
| 2011 | Adaptable Term Weighting Framework for Text Classification. | Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2011 | Incorporating Coreference Resolution into Word Sense Disambiguation. | Shangfeng Hu, Chengfei Liu |
| 2011 | Semi-supervised Discourse Relation Classification with Structural Learning. | Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka |
| 2011 | Incremental Combinatory Categorial Grammar and Its Derivations. | Ahmed Hefny, Hany Hassan, Mohamed Bahgat |
| 2011 | Predicting Word Pronunciation in Japanese. | Jun Hatori, Hisami Suzuki |
| 2011 | Multi-topical Discussion Summarization Using Structured Lexical Chains and Cue Words. | Jun Hatori, Akiko Murakami, Jun'ichi Tsujii |