| 2006 | Deriving Event Relevance from the Ontology Constructed with Formal Concept Analysis. | Wei Xu, Wenjie Li, Mingli Wu, Wei Li, Chunfa Yuan |
| 2006 | A General and Multi-lingual Phrase Chunking Model Based on Masking Method. | Yu-Chieh Wu, Chia-Hui Chang, Yue-Shi Lee |
| 2006 | Chinese Noun Phrase Metaphor Recognition with Maximum Entropy Approach. | Zhimin Wang, Houfeng Wang, Huiming Duan, Shuang Han, Shiwen Yu |
| 2006 | A Methodology for Extracting Ontological Knowledge from Spanish Documents. | Rafael Valencia-Garca, Dagoberto Castellanos Nieves, Jesualdo Toms Fernndez-Breis, Pedro Jos Vivancos Vicente |
| 2006 | Application of Semi-supervised Learning to Evaluative Expression Classification. | Yasuhiro Suzuki, Hiroya Takamura, Manabu Okumura |
| 2006 | Word Frequency Approximation for Chinese Without Using Manually-Annotated Corpus. | Maosong Sun, Zhengcao Zhang, Benjamin Ka-Yin T'sou, Huaming Lu |
| 2006 | A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese. | Jan Strunk, Carlos Nascimento Silla Jr., Celso A. A. Kaestner |
| 2006 | Improving kNN Text Categorization by Removing Outliers from Training Set. | Kwangcheol Shin, Ajith Abraham, Sang-Yong Han |
| 2006 | Analysis of a Textual Entailer. | Vasile Rus, Philip M. McCarthy, Arthur C. Graesser |
| 2006 | Clustering Abstracts of Scientific Texts Using the Transition Point Technique. | David Pinto Avendao, Hctor Jimnez-Salazar, Paolo Rosso |
| 2006 | SPARTE, a Test Suite for Recognising Textual Entailment in Spanish. | Anselmo Peas, lvaro Rodrigo, Felisa Verdejo |
| 2006 | An Unsupervised Language Independent Method of Name Discrimination Using Second Order Co-occurrence Features. | Ted Pedersen, Anagha Kulkarni, Roxana Angheluta, Zornitsa Kozareva, Thamar Solorio |
| 2006 | Sentence Segmentation Model to Improve Tree Annotation Tool. | So-Young Park, Dongha Shin, Ui-Sung Song |
| 2006 | Unsupervised Learning of Verb Argument Structures. | Thiago Alexandre Salgueiro Pardo, Daniel Marcu, Maria das Graas Volpe Nunes |
| 2006 | Referring Via Document Parts. | Ivandr Paraboni, Kees van Deemter |
| 2006 | Predicting Dialogue Acts from Prosodic Information. | Sergio Rafael Coria Olguin, Luis Alberto Pineda Corts |
| 2006 | NLP (Natural Language Processing) for NLP (Natural Language Programming). | Rada Mihalcea, Hugo Liu, Henry Lieberman |
| 2006 | Random Walks on Text Structures. | Rada Mihalcea |
| 2006 | Towards the Automatic Lemmatization of 16th Century Mexican Spanish: A Stemming Scheme for the CHEM. | Alfonso Medina Urrea |
| 2006 | Writing for Language-Impaired Readers. | Aurlien Max |
| 2006 | Multi-document Summarization Based on BE-Vector Clustering. | Dexi Liu, Yanxiang He, Dong-Hong Ji, Hua Yang |
| 2006 | Automatic Image Annotation Based on WordNet and Hierarchical Ensembles. | Wei Li, Maosong Sun |
| 2006 | Integrating Semantic Frames from Multiple Sources. | Namhee Kwon, Eduard H. Hovy |
| 2006 | UCSG Shallow Parser. | Guntur Bharadwaja Kumar, Kavi Narayana Murthy |
| 2006 | Generating a Set of Rules to Determine Honorific Expression Using Decision Tree Learning. | Kanako Komiya, Yasuhiro Tajima, Nobuo Inui, Yoshiyuki Kotani |