| 2006 | A Discriminative Model for Tree-to-Tree Translation. Brooke Cowan, Ivona Kucerova, Michael Collins |
| 2006 | A Hybrid Markov/Semi-Markov Conditional Random Field for Sequence Segmentation. Galen Andrew |
| 2006 | A Skip-Chain Conditional Random Field for Ranking Meeting Utterances by Importance. Michel Galley |
| 2006 | A Weakly Supervised Learning Approach for Spoken Language Understanding. Wei-Lin Wu, Ruzhan Lu, Jianyong Duan, Hui Liu, Feng Gao, Yuquan Chen |
| 2006 | An Empirical Approach to the Interpretation of Superlatives. Johan Bos, Malvina Nissim |
| 2006 | Arabic OCR Error Correction Using Character Segment Correction, Language Modeling, and Shallow Morphology. Walid Magdy, Kareem Darwish |
| 2006 | Automatic Construction of Predicate-argument Structure Patterns for Biomedical Information Extraction. Akane Yakushiji, Yusuke Miyao, Tomoko Ohta, Yuka Tateisi, Jun'ichi Tsujii |
| 2006 | Automatic classification of citation function. Simone Teufel, Advaith Siddharthan, Dan Tidhar |
| 2006 | Automatically Assessing Review Helpfulness. Soo-Min Kim, Patrick Pantel, Timothy Chklovski, Marco Pennacchiotti |
| 2006 | BESTCUT: A Graph Algorithm for Coreference Resolution. Cristina Nicolae, Gabriel Nicolae |
| 2006 | Better Informed Training of Latent Syntactic Features. Markus Dreyer, Jason Eisner |
| 2006 | Boosting Unsupervised Relation Extraction by Using NER. Ronen Feldman, Benjamin Rosenfeld |
| 2006 | Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger. Massimiliano Ciaramita, Yasemin Altun |
| 2006 | Capturing Out-of-Vocabulary Words in Arabic Text. Abdusalam F. A. Nwesri, Seyed M. M. Tahaghoghi, Falk Scholer |
| 2006 | Competitive generative models with structure learning for NLP classification tasks. Kristina Toutanova |
| 2006 | Context-Dependent Term Relations for Information Retrieval. Jing Bai, Jian-Yun Nie, Guihong Cao |
| 2006 | Corrective Models for Speech Recognition of Inflected Languages. Izhak Shafran, Keith B. Hall |
| 2006 | Detecting Parser Errors Using Web-based Semantic Filters. Alexander Yates, Stefan Schoenmackers, Oren Etzioni |
| 2006 | Discriminative Methods for Transliteration. Dmitry Zelenko, Chinatsu Aone |
| 2006 | Distributed Language Modeling for N-best List Re-ranking. Ying Zhang, Almut Silja Hildebrand, Stephan Vogel |
| 2006 | Distributional measures of concept-distance: A task-oriented evaluation. Saif M. Mohammad, Graeme Hirst |
| 2006 | Domain Adaptation with Structural Correspondence Learning. John Blitzer, Ryan T. McDonald, Fernando Pereira |
| 2006 | EMNLP 2006, Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, 22-23 July 2006, Sydney, Australia Dan Jurafsky, Éric Gaussier |
| 2006 | Efficient Search for Inversion Transduction Grammar. Hao Zhang, Daniel Gildea |
| 2006 | Empirical Study on the Performance Stability of Named Entity Recognition Model across Domains. Honglei Guo, Li Zhang, Zhong Su |
| 2006 | Entity Annotation based on Inverse Index Operations. Ganesh Ramakrishnan, Sreeram Balakrishnan, Sachindra Joshi |
| 2006 | Exploiting Discourse Structure for Spoken Dialogue Performance Analysis. Mihai Rotaru, Diane J. Litman |
| 2006 | Extremely Lexicalized Models for Accurate and Fast HPSG Parsing. Takashi Ninomiya, Takuya Matsuzaki, Yoshimasa Tsuruoka, Yusuke Miyao, Jun'ichi Tsujii |
| 2006 | Feature Subsumption for Opinion Analysis. Ellen Riloff, Siddharth Patwardhan, Janyce Wiebe |
| 2006 | Fully Automatic Lexicon Expansion for Domain-oriented Sentiment Analysis. Hiroshi Kanayama, Tetsuya Nasukawa |
| 2006 | Get out the vote: Determining support or opposition from Congressional floor-debate transcripts. Matt Thomas, Bo Pang, Lillian Lee |
| 2006 | Graph-based Word Clustering using a Web Search Engine. Yutaka Matsuo, Takeshi Sakaki, Koki Uchiyama, Mitsuru Ishizuka |
| 2006 | Humor: Prosody Analysis and Automatic Recognition for F*R*I*E*N*D*S*. Amruta Purandare, Diane J. Litman |
| 2006 | Identification of Event Mentions and their Semantic Class. Steven Bethard, James H. Martin |
| 2006 | Incremental Integer Linear Programming for Non-projective Dependency Parsing. Sebastian Riedel, James Clarke |
| 2006 | Inducing Temporal Graphs. Philip Bramsen, Pawan Deshpande, Yoong Keok Lee, Regina Barzilay |
| 2006 | Is it Really that Difficult to Parse German? Sandra Kübler, Erhard W. Hinrichs, Wolfgang Maier |
| 2006 | Joint Extraction of Entities and Relations for Opinion Recognition. Yejin Choi, Eric Breck, Claire Cardie |
| 2006 | Learning Field Compatibilities to Extract Database Records from Unstructured Text. Michael L. Wick, Aron Culotta, Andrew McCallum |
| 2006 | Learning Information Status of Discourse Entities. Malvina Nissim |
| 2006 | Learning Phrasal Categories. William P. Headden III, Eugene Charniak, Mark Johnson |
| 2006 | Lexical Reference: a Semantic Matching Subtask. Oren Glickman, Eyal Shnarch, Ido Dagan |
| 2006 | Lexicon Acquisition for Dialectal Arabic Using Transductive Learning. Kevin Duh, Katrin Kirchhoff |
| 2006 | Loss Minimization in Parse Reranking. Ivan Titov, James Henderson |
| 2006 | Modeling Impression in Probabilistic Transliteration into Chinese. Lili Xu, Atsushi Fujii, Tetsuya Ishikawa |
| 2006 | Multilingual Deep Lexical Acquisition for HPSGs via Supertagging. Phil Blunsom, Timothy Baldwin |
| 2006 | Paraphrase Recognition via Dissimilarity Significance Classification. Long Qiu, Min-Yen Kan, Tat-Seng Chua |
| 2006 | Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule Learning. Veselin Stoyanov, Claire Cardie |
| 2006 | Partially Supervised Sense Disambiguation by Learning Sense Number from Tagged and Untagged Corpora. Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan |
| 2006 | Phrasetable Smoothing for Statistical Machine Translation. George F. Foster, Roland Kuhn, Howard Johnson |
| 2006 | Priming Effects in Combinatory Categorial Grammar. David Reitter, Julia Hockenmaier, Frank Keller |
| 2006 | Protein folding and chart parsing. Julia Hockenmaier, Aravind K. Joshi, Ken A. Dill |
| 2006 | Quality Assessment of Large Scale Knowledge Resources. Montse Cuadros, German Rigau |
| 2006 | Random Indexing using Statistical Weight Functions. James Gorman, James R. Curran |
| 2006 | Re-evaluating Machine Translation Results with Paraphrase Support. Liang Zhou, Chin-Yew Lin, Eduard H. Hovy |
| 2006 | Relevance Feedback Models for Recommendation. Masao Utiyama, Mikio Yamamoto |
| 2006 | SPMT: Statistical Machine Translation with Syntactified Target Language Phrases. Daniel Marcu, Wei Wang, Abdessamad Echihabi, Kevin Knight |
| 2006 | Semantic Role Labeling of NomBank: A Maximum Entropy Approach. Zheng Ping Jiang, Hwee Tou Ng |
| 2006 | Semantic Role Labeling via Instance-Based Learning. Chi-san Althon Lin, Tony C. Smith |
| 2006 | Sentence ordering with manifold-based classification in multi-document summarization. Paul D. Ji, Stephen G. Pulman |
| 2006 | Sentiment Retrieval using Generative Models. Koji Eguchi, Victor Lavrenko |
| 2006 | Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation. Conrad Sanderson, Simon Günter |
| 2006 | Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines. Jenny Rose Finkel, Christopher D. Manning, Andrew Y. Ng |
| 2006 | Statistical Machine Reordering. Marta R. Costa-jussà, José A. R. Fonollosa |
| 2006 | Statistical Ranking in Tactical Generation. Erik Velldal, Stephan Oepen |
| 2006 | Style & Topic Language Model Adaptation Using HMM-LDA. Bo-June Paul Hsu, James R. Glass |
| 2006 | Text data acquisition for domain-specific language models. Abhinav Sethy, Panayiotis G. Georgiou, Shrikanth S. Narayanan |
| 2006 | The impact of parse quality on syntactically-informed statistical machine translation. Chris Quirk, Simon Corston-Oliver |
| 2006 | Two graph-based algorithms for state-of-the-art WSD. Eneko Agirre, David Martínez, Oier Lopez de Lacalle, Aitor Soroa |
| 2006 | Unsupervised Discovery of a Statistical Verb Lexicon. Trond Grenager, Christopher D. Manning |
| 2006 | Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement. Hany Hassan, Ahmed Hassan Awadallah, Ossama Emam |
| 2006 | Unsupervised Named Entity Transliteration Using Temporal and Phonetic Correlation. Tao Tao, Su-Youn Yoon, Andrew Fister, Richard Sproat, ChengXiang Zhai |
| 2006 | Unsupervised Relation Disambiguation with Order Identification Capabilities. Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2006 | Using linguistically motivated features for paragraph boundary identification. Katja Filippova, Michael Strube |