| 2006 | Applying Alternating Structure Optimization to Word Sense Disambiguation. | Rie Kubota Ando |
| 2005 | The Integration of Syntactic Parsing and Semantic Role Labeling. | Szu-ting Yi, Martha Palmer |
| 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 | Joint Parsing and Semantic Role Labeling. | Charles Sutton, Andrew McCallum |
| 2005 | Semantic Role Labeling Using Complete Syntactic Analysis. | Mihai Surdeanu, Jordi Turmo |
| 2005 | An Analogical Learner for Morphological Analysis. | Nicolas Stroppa, Franois Yvon |
| 2005 | A Bayesian Mixture Model for Term Re-occurrence and Burstiness. | Avik Sarkar, Paul H. Garthwaite, Anne N. De Roeck |
| 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 | Semantic Role Chunking Combining Complementary Syntactic Views. | Sameer Pradhan, Kadri Hacioglu, Wayne H. Ward, James H. Martin, Daniel Jurafsky |
| 2005 | Semantic Role Labeling Using Lexical Statistical Information. | Simone Paolo Ponzetto, Michael Strube |
| 2005 | Maximum Entropy Based Semantic Role Labeling. | Kyung-Mi Park, Hae-Chang Rim |
| 2005 | Semantic Role Labeling Using libSVM. | Necati Ercan Ozgencil, Nancy J. McCracken |
| 2005 | Word Independent Context Pair Classification Model for Word Sense Disambiguation. | Cheng Niu, Wei Li, Rohini K. Srihari, Huifeng Li |
| 2005 | Search Engine Statistics Beyond the n-Gram: Application to Noun Compound Bracketing. | Preslav Nakov, Marti A. Hearst |
| 2005 | Hierarchical Semantic Role Labeling. | Alessandro Moschitti, Ana-Maria Giuglea, Bonaventura Coppola, Roberto Basili |
| 2005 | Semantic Role Labeling Using Support Vector Machines. | Tomohiro Mitsumori, Masaki Murata, Yasushi Fukuda, Kouichi Doi, Hirohumi Doi |
| 2005 | Semantic Role Labeling as Sequential Tagging. | Llus Mrquez, Pere Comas, Jess Gimnez, Neus Catal |
| 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 | Semantic Role Labeling System Using Maximum Entropy Classifier. | Ting Liu, Wanxiang Che, Sheng Li, Yuxuan Hu, Huaijun Liu |
| 2005 | Discriminative Training of Clustering Functions: Theory and Experiments with Entity Identification. | Xin Li, Dan Roth |
| 2005 | Semantic Role Labeling via Consensus in Pattern-Matching. | Chi-san Althon Lin, Tony C. Smith |
| 2005 | Using Uneven Margins SVM and Perceptron for Information Extraction. | Yaoyong Li, Kalina Bontcheva, Hamish Cunningham |
| 2005 | Generalized Inference with Multiple Semantic Role Labeling Systems. | Peter Koomen, Vasin Punyakanok, Dan Roth, Wen-tau Yih |
| 2005 | Sparse Bayesian Classification of Predicate Arguments. | Richard Johansson, Pierre Nugues |