| 2010 | Lexical Chains Using Distributional Measures of Concept Distance. | M. Marathe, Graeme Hirst |
| 2010 | Extraction of Genic Interactions with the Recursive Logical Theory of an Ontology. | Alain-Pierre Manine, rick Alphonse, Philippe Bessires |
| 2010 | A Chunk-Driven Bootstrapping Approach to Extracting Translation Patterns. | Lieve Macken, Walter Daelemans |
| 2010 | GEMS: Generative Modeling for Evaluation of Summaries. | Rahul Katragadda |
| 2010 | Hierarchical Finite-State Models for Speech Translation Using Categorization of Phrases. | Raquel Justo, Alicia Prez, M. Ins Torres, Francisco Casacuberta |
| 2010 | A Maximum Entropy Approach to Syntactic Translation Rule Filtering. | Marcin Junczys-Dowmunt |
| 2010 | Selecting the N-Top Retrieval Result Lists for an Effective Data Fusion. | Antonio Jurez-Gonzlez, Manuel Montes-y-Gmez, Luis Villaseor-Pineda, David Pinto Avendao, Manuel Alberto Prez-Coutio |
| 2010 | A Distributional Semantics Approach to Simultaneous Recognition of Multiple Classes of Named Entities. | Siddhartha Jonnalagadda, Robert Leaman, Trevor Cohen, Graciela Gonzalez |
| 2010 | Computing Transfer Score in Example-Based Machine Translation. | Rafal Jaworski |
| 2010 | A Named Entity Extraction using Word Information Repeatedly Collected from Unlabeled Data. | Tomoya Iwakura |
| 2010 | A General Bio-inspired Method to Improve the Short-Text Clustering Task. | Diego Ingaramo, Marcelo Errecalde, Paolo Rosso |
| 2010 | Identification of Translationese: A Machine Learning Approach. | Iustina Ilisei, Diana Inkpen, Gloria Corpas Pastor, Ruslan Mitkov |
| 2010 | Towards Automatic Detection and Tracking of Topic Change. | Florian Holz, Sven Teresniak |
| 2010 | A Sequential Model for Discourse Segmentation. | Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka |
| 2010 | Unsupervised Part-of-Speech Disambiguation for High Frequency Words and Its Influence on Unsupervised Parsing. | Christian Hnig |
| 2010 | Morphological Annotation of a Corpus with a Collaborative Multiplayer Game. | Onur Gngr, Tunga Gngr |
| 2010 | Who's the Thief? Automatic Detection of the Direction of Plagiarism. | Cristian Grozea, Marius Popescu |
| 2010 | Adaptive Term Weighting through Stochastic Optimization. | Michael Granitzer |
| 2010 | Mining Parenthetical Translations for Polish-English Lexica. | Filip Gralinski |
| 2010 | An Open-Source Computational Grammar for Romanian. | Ramona Enache, Aarne Ranta, Krasimir Angelov |
| 2010 | Rank Distance Aggregation as a Fixed Classifier Combining Rule for Text Categorization. | Liviu Petrisor Dinu, Andrei A. Rusu |
| 2010 | Syntactic Structure Transfer in a Tamil to Hindi MT System - A Hybrid Approach. | Sobha Lalitha Devi, R. Vijay Sundar Ram, Pravin Pralayankar, T. Bakiyavathi |
| 2010 | The Influence of Collocation Segmentation and Top 10 Items to Keyword Assignment Performance. | Vidas Daudaravicius |
| 2010 | Emotion Holder for Emotional Verbs - The Role of Subject and Syntax. | Dipankar Das, Sivaji Bandyopadhyay |
| 2010 | A Case Study of Using Web Search Statistics: Case Restoration. | Silviu Cucerzan |