| 2005 | MANAGELEX and the Semantic Web. | Monica Gavrila, Cristina Vertan |
| 2005 | Controlling Animated Agents in Natural Language. | Kotaro Funakoshi, Takenobu Tokugana |
| 2005 | Topic Tracking Based on Linguistic Features. | Fumiyo Fukumoto, Yusuke Yamaji |
| 2005 | Exploiting Lexical Conceptual Structure for Paraphrase Generation. | Atsushi Fujita, Kentaro Inui, Yuji Matsumoto |
| 2005 | Automatically Inducing a Part-of-Speech Tagger by Projecting from Multiple Source Languages Across Aligned Corpora. | Victoria Fossum, Steven P. Abney |
| 2005 | Classifying Chinese Texts in Two Steps. | Xinghua Fan, Maosong Sun, Key-Sun Choi, Qin Zhang |
| 2005 | A Method of Recognizing Entity and Relation. | Xinghua Fan, Maosong Sun |
| 2005 | A Case-Based Reasoning Approach for Speech Corpus Generation. | Yandong Fan, Elizabeth A. Kendall |
| 2005 | Web-Based Terminology Translation Mining. | Gaolin Fang, Hao Yu, Fumihito Nishino |
| 2005 | The Verbal Entries and Their Description in a Grammatical Information-Dictionary of Contemporary Tibetan. | Di Jiang, Long Congjun, Zhang Jichuan |
| 2005 | BLEU in Characters: Towards Automatic MT Evaluation in Languages without Word Delimiters. | Etienne Denoual, Yves Lepage |
| 2005 | The Influence of Data Homogeneity on NLP System Performance. | Etienne Denoual |
| 2005 | Investigating the Features that Affect Cue Usage of Non-native Speakers of English. | Xinyu Deng, Jun-ichi Nakamura |
| 2005 | Instance-Based Generation for Interactive Restricted Domain Question Answering Systems. | Matthias Denecke, Hajime Tsukada |
| 2005 | Automatic Recognition of French Expletive Pronoun Occurrences. | Laurence Danlos |
| 2005 | French-English Terminology Extraction from Comparable Corpora. | Batrice Daille, Emmanuel Morin |
| 2005 | Hantology: An Ontology based on Conventionalized Conceptualization. | Ya-Min Chou, Chu-Ren Huang |
| 2005 | Finding Taxonomical Relation from an MRD for Thesaurus Extension. | SeonHwa Choi, Hyuk Ro Park |
| 2005 | Automatic Partial Parsing Rule Acquisition Using Decision Tree Induction. | Myung-Seok Choi, Chul Su Lim, Key-Sun Choi |
| 2005 | Global Path-Based Refinement of Noisy Graphs Applied to Verb Semantics. | Timothy Chklovski, Patrick Pantel |
| 2005 | Towards Robust High Performance Word Sense Disambiguation of English Verbs Using Rich Linguistic Features. | Jinying Chen, Martha Stone Palmer |
| 2005 | Unsupervised Feature Selection for Relation Extraction. | Jinxiu Chen, Donghong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2005 | Automatic Relation Extraction with Model Order Selection and Discriminative Label Identification. | Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2005 | Extended-HowNet: A Representational Framework for Concepts. | Keh-Jiann Chen, Shu-Ling Huang, Yueh-Yin Shih, Yi-Jun Chen |
| 2005 | Integrating Punctuation Rules and Nave Bayesian Model for Chinese Creation Title Recognition. | Conrad Chen, Hsin-Hsi Chen |