| 2012 | A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings. | Tom Kwiatkowski, Sharon Goldwater, Luke Zettlemoyer, Mark Steedman |
| 2012 | SWAN - Scientific Writing AssistaNt. A Tool for Helping Scholars to Write Reader-Friendly Manuscripts. | Tomi Kinnunen, Henri Leisma, Monika Machunik, Tuomo Kakkonen, Jean-Luc LeBrun |
| 2012 | Parallel and Nested Decomposition for Factoid Questions. | Aditya Kalyanpur, Siddharth Patwardhan, Branimir Boguraev, Jennifer Chu-Carroll, Adam Lally |
| 2012 | Answer Sentence Retrieval by Matching Dependency Paths acquired from Question/Answer Sentence Pairs. | Michael Kaisser |
| 2012 | Skip N-grams and Ranking Functions for Predicting Script Events. | Bram Jans, Steven Bethard, Ivan Vulic, Marie-Francine Moens |
| 2012 | Inferring Selectional Preferences from Part-Of-Speech N-grams. | Hyeju Jang, Jack Mostow |
| 2012 | An Unsupervised Dynamic Bayesian Network Approach to Measuring Speech Style Accommodation. | Mahaveer Jain, John W. McDonough, Gahgene Gweon, Bhiksha Raj, Carolyn Penstein Ros |
| 2012 | Incorporating Lexical Priors into Topic Models. | Jagadeesh Jagarlamudi, Hal Daum III, Raghavendra Udupa |
| 2012 | TransAhead: A Writing Assistant for CAT and CALL. | Chung-Chi Huang, Ping-Che Yang, Mei-hua Chen, Hung-ting Hsieh, Ting-hui Kao, Jason S. Chang |
| 2012 | Bootstrapped Training of Event Extraction Classifiers. | Ruihong Huang, Ellen Riloff |
| 2012 | When Did that Happen? - Linking Events and Relations to Timestamps. | Dirk Hovy, James Fan, Alfio Massimiliano Gliozzo, Siddharth Patwardhan, Christopher A. Welty |
| 2012 | Manually constructed context-free grammar for Myanmar syllable structure. | Tin Htay Hlaing |
| 2012 | WebCAGe - A Web-Harvested Corpus Annotated with GermaNet Senses. | Verena Henrich, Erhard W. Hinrichs, Tatiana Vodolazova |
| 2012 | Automatically Generated Customizable Online Dictionaries. | Eniko Hja, Dvid Takcs |
| 2012 | Coordination Structure Analysis using Dual Decomposition. | Atsushi Hanamoto, Takuya Matsuzaki, Jun'ichi Tsujii |
| 2012 | UBY - A Large-Scale Unified Lexical-Semantic Resource Based on LMF. | Iryna Gurevych, Judith Eckle-Kohler, Silvana Hartmann, Michael Matuschek, Christian M. Meyer, Christian Wirth |
| 2012 | Improving Pronoun Translation for Statistical Machine Translation. | Liane Guillou |
| 2012 | Active learning for interactive machine translation. | Jess Gonzlez-Rubio, Daniel Ortiz-Martnez, Francisco Casacuberta |
| 2012 | Determining the placement of German verbs in English-to-German SMT. | Anita Gojun, Alexander M. Fraser |
| 2012 | Automatic generation of short informative sentiment summaries. | Andrea Glaser, Hinrich Schtze |
| 2012 | HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce. | Andrea Gesmundo, Nadi Tomeh |
| 2012 | Feature-Rich Part-of-speech Tagging for Morphologically Complex Languages: Application to Bulgarian. | Georgi Georgiev, Valentin Zhikov, Kiril Ivanov Simov, Petya Osenova, Preslav Nakov |
| 2012 | Does more data always yield better translations? | Guillem Gasc, Martha-Alicia Rocha, Germn Sanchis-Trilles, Jess Andrs-Ferrer, Francisco Casacuberta |
| 2012 | Modeling Inflection and Word-Formation in SMT. | Alexander M. Fraser, Marion Weller, Aoife Cahill, Fabienne Cap |
| 2012 | Can Click Patterns across User's Query Logs Predict Answers to Definition Questions? | Alejandro Figueroa |