| 2005 | A Bayesian Mixture Model for Term Re-occurrence and Burstiness. Avik Sarkar, Paul H. Garthwaite, Anne N. De Roeck |
| 2005 | A Joint Model for Semantic Role Labeling. Aria Haghighi, Kristina Toutanova, Christopher D. Manning |
| 2005 | A Statistical Semantic Parser that Integrates Syntax and Semantics. Ruifang Ge, Raymond J. Mooney |
| 2005 | An Analogical Learner for Morphological Analysis. Nicolas Stroppa, François Yvon |
| 2005 | An Expectation Maximization Approach to Pronoun Resolution. Colin Cherry, Shane Bergsma |
| 2005 | Applying Spelling Error Correction Techniques for Improving Semantic Role Labelling. Erik F. Tjong Kim Sang, Sander Canisius, Antal van den Bosch, Toine Bogers |
| 2005 | Beyond the Pipeline: Discrete Optimization in NLP. Tomasz Marciniak, Michael Strube |
| 2005 | Computing Word Similarity and Identifying Cognates with Pair Hidden Markov Models. Wesley Mackay, Grzegorz Kondrak |
| 2005 | Discriminative Training of Clustering Functions: Theory and Experiments with Entity Identification. Xin Li, Dan Roth |
| 2005 | Domain Kernels for Text Categorization. Alfio Massimiliano Gliozzo, Carlo Strapparava |
| 2005 | Effective use of WordNet Semantics via Kernel-Based Learning. Roberto Basili, Marco Cammisa, Alessandro Moschitti |
| 2005 | Exploiting Full Parsing Information to Label Semantic Roles Using an Ensemble of ME and SVM via Integer Linear Programming. Tzong-Han Tsai, Chia-Wei Wu, Yu-Chun Lin, Wen-Lian Hsu |
| 2005 | Generalized Inference with Multiple Semantic Role Labeling Systems. Peter Koomen, Vasin Punyakanok, Dan Roth, Wen-tau Yih |
| 2005 | Hierarchical Semantic Role Labeling. Alessandro Moschitti, Ana-Maria Giuglea, Bonaventura Coppola, Roberto Basili |
| 2005 | Improving Sequence Segmentation Learning by Predicting Trigrams. Antal van den Bosch, Walter Daelemans |
| 2005 | Inferring Semantic Roles Using Sub-Categorization Frames and Maximum Entropy Model. Akshar Bharati, Sriram Venkatapathy, Prashanth Reddy |
| 2005 | Intentional Context in Situated Natural Language Learning. Michael Fleischman, Deb Roy |
| 2005 | Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling. Xavier Carreras, Lluís Màrquez |
| 2005 | Investigating the Effects of Selective Sampling on the Annotation Task. Ben Hachey, Beatrice Alex, Markus Becker |
| 2005 | Joint Parsing and Semantic Role Labeling. Charles Sutton, Andrew McCallum |
| 2005 | Maximum Entropy Based Semantic Role Labeling. Kyung-Mi Park, Hae-Chang Rim |
| 2005 | Morphology Induction from Term Clusters. Dayne Freitag |
| 2005 | New Experiments in Distributional Representations of Synonymy. Dayne Freitag, Matthias Blume, John Byrnes, Edmond Chow, Sadik Kapadia, Richard Rohwer, Zhiqiang Wang |
| 2005 | Probabilistic Head-Driven Parsing for Discourse Structure. Jason Baldridge, Alex Lascarides |
| 2005 | Proceedings of the Ninth Conference on Computational Natural Language Learning, CoNLL 2005, Ann Arbor, Michigan, USA, June 29-30, 2005 Ido Dagan, Daniel Gildea |
| 2005 | Representational Bias in Unsupervised Learning of Syllable Structure. Sharon Goldwater, Mark Johnson |
| 2005 | Search Engine Statistics Beyond the n-Gram: Application to Noun Compound Bracketing. Preslav Nakov, Marti A. Hearst |
| 2005 | Semantic Role Chunking Combining Complementary Syntactic Views. Sameer Pradhan, Kadri Hacioglu, Wayne H. Ward, James H. Martin, Daniel Jurafsky |
| 2005 | Semantic Role Labeling System Using Maximum Entropy Classifier. Ting Liu, Wanxiang Che, Sheng Li, Yuxuan Hu, Huaijun Liu |
| 2005 | Semantic Role Labeling Using Complete Syntactic Analysis. Mihai Surdeanu, Jordi Turmo |
| 2005 | Semantic Role Labeling Using Lexical Statistical Information. Simone Paolo Ponzetto, Michael Strube |
| 2005 | Semantic Role Labeling Using Support Vector Machines. Tomohiro Mitsumori, Masaki Murata, Yasushi Fukuda, Kouichi Doi, Hirohumi Doi |
| 2005 | Semantic Role Labeling Using libSVM. Necati Ercan Ozgencil, Nancy J. McCracken |
| 2005 | Semantic Role Labeling as Sequential Tagging. Lluís Màrquez, Pere Comas, Jesús Giménez, Neus Català |
| 2005 | Semantic Role Labeling via Consensus in Pattern-Matching. Chi-san Althon Lin, Tony C. Smith |
| 2005 | Semantic Role Labelling with Tree Conditional Random Fields. Trevor Cohn, Phil Blunsom |
| 2005 | Sparse Bayesian Classification of Predicate Arguments. Richard Johansson, Pierre Nugues |
| 2005 | The Integration of Syntactic Parsing and Semantic Role Labeling. Szu-ting Yi, Martha Palmer |
| 2005 | Using Uneven Margins SVM and Perceptron for Information Extraction. Yaoyong Li, Kalina Bontcheva, Hamish Cunningham |
| 2005 | Word Independent Context Pair Classification Model for Word Sense Disambiguation. Cheng Niu, Wei Li, Rohini K. Srihari, Huifeng Li |