| 2010 | Chinese Event Descriptive Clause Splitting with Structured SVMs. | Junsheng Zhou, Yabing Zhang, Xinyu Dai, Jiajun Chen |
| 2010 | Incorporating Cohesive Devices into Entity Grid Model in Evaluating Local Coherence of Japanese Text. | Hikaru Yokono, Manabu Okumura |
| 2010 | Multi-view Bootstrapping for Relation Extraction by Exploring Web Features and Linguistic Features. | Yulan Yan, Haibo Li, Yutaka Matsuo, Mitsuru Ishizuka |
| 2010 | Computational Models of Language Acquisition. | Shuly Wintner |
| 2010 | Drive-by Language Identification. | Ronald Winnemller |
| 2010 | Issues in Analyzing Telugu Sentences towards Building a Telugu Treebank. | Chaitanya Vempaty, Viswanatha Naidu, Samar Husain, Ravi Kiran, Lakshmi Bai, Dipti Misra Sharma, Rajeev Sangal |
| 2010 | Quantitative Evaluation of Grammaticality of Summaries. | Ravikiran Vadlapudi, Rahul Katragadda |
| 2010 | An Experimental Study on Unsupervised Graph-based Word Sense Disambiguation. | George Tsatsaronis, Iraklis Varlamis, Kjetil Nrvg |
| 2010 | A Polyphonic Model and System for Inter-animation Analysis in Chat Conversations with Multiple Participants. | Stefan Trausan-Matu, Traian Rebedea |
| 2010 | Integrating Contrast in a Framework for Predicting Prosody. | Pepi Stavropoulou, Dimitris Spiliotopoulos, Georgios Kouroupetroglou |
| 2010 | Modelling Illocutionary Structure: Combining Empirical Studies with Formal Model Analysis. | Hui Shi, Robert J. Ross, Thora Tenbrink, John A. Bateman |
| 2010 | ETL Ensembles for Chunking, NER and SRL. | Ccero Nogueira dos Santos, Ruy Luiz Milidi, Carlos E. M. Crestana, Eraldo R. Fernandes |
| 2010 | Multi Word Term Queries for Focused Information Retrieval. | Eric SanJuan, Fidelia Ibekwe-Sanjuan |
| 2010 | Flexible Disambiguation in DTS. | Livio Robaldo, Jurij Di Carlo |
| 2010 | Enhancing Text Classification by Information Embedded in the Test Set. | Gabriela Ramrez-de-la-Rosa, Manuel Montes-y-Gmez, Luis Villaseor-Pineda |
| 2010 | An Empirical Study on the Feature's Type Effect on the Automatic Classification of Arabic Documents. | Saeed Raheel, Joseph Dichy |
| 2010 | The Recognition and Interpretation of Motion in Language. | James Pustejovsky, Jessica Moszkowicz, Marc Verhagen |
| 2010 | A Syntactic Textual Entailment System Based on Dependency Parser. | Partha Pakray, Alexander F. Gelbukh, Sivaji Bandyopadhyay |
| 2010 | Automatic Generation of Bilingual Dictionaries Using Intermediary Languages and Comparable Corpora. | Pablo Gamallo Otero, Jos Ramom Pichel Campos |
| 2010 | Systematic Processing of Long Sentences in Rule Based Portuguese-Chinese Machine Translation. | Francisco Oliveira, Fai Wong, Iok-Sai Hong |
| 2010 | Ontology-Based Semantic Interpretation as Grammar Rule Constraints. | Smaranda Muresan |
| 2010 | Syntax Augmented Inversion Transduction Grammars for Machine Translation. | Guillem Gasc i Mora, Joan Andreu Snchez Peir |
| 2010 | Computational Models for Incongruity Detection in Humour. | Rada Mihalcea, Carlo Strapparava, Stephen G. Pulman |
| 2010 | Worth Its Weight in Gold or Yet Another Resource - A Comparative Study of Wiktionary, OpenThesaurus and GermaNet. | Christian M. Meyer, Iryna Gurevych |
| 2010 | Towards a Cascade of Morpho-syntactic Tools for Arabic Natural Language Processing. | Slim Mesfar |