| 2008 | Discriminative vs. Generative Approaches in Semantic Role Labeling. | Deniz Yuret, Mehmet Ali Yatbaz, Ahmet Engin Ural |
| 2008 | A Pipeline Approach for Syntactic and Semantic Dependency Parsing. | Yotaro Watanabe, Masakazu Iwatate, Masayuki Asahara, Yuji Matsumoto |
| 2008 | Dependency Tree-based SRL with Proper Pruning and Extensive Feature Engineering. | Hongling Wang, Honglin Wang, Guodong Zhou, Qiaoming Zhu |
| 2008 | A Puristic Approach for Joint Dependency Parsing and Semantic Role Labeling. | Alexander Volokh, Gnter Neumann |
| 2008 | Applying Sentence Simplification to the CoNLL-2008 Shared Task. | David Vickrey, Daphne Koller |
| 2008 | The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic Dependencies. | Mihai Surdeanu, Richard Johansson, Adam Meyers, Llus Mrquez, Joakim Nivre |
| 2008 | The Integration of Dependency Relation Classification and Semantic Role Labeling Using Bilayer Maximum Entropy Markov Models. | Weiwei Sun, Hongzhan Li, Zhifang Sui |
| 2008 | Acquiring Knowledge from the Web to be used as Selectors for Noun Sense Disambiguation. | Hansen Andrew Schwartz, Fernando Gomez |
| 2008 | Mixing and Blending Syntactic and Semantic Dependencies. | Yvonne Samuelsson, Oscar Tckstrm, Sumithra Velupillai, Johan Eklund, Mark Fishel, Markus Saers |
| 2008 | Collective Semantic Role Labelling with Markov Logic. | Sebastian Riedel, Ivn V. Meza-Ruz |
| 2008 | Automatic Chinese Catchword Extraction Based on Time Series Analysis. | Han Ren, Donghong Ji, Jing Wan, Lei Han |
| 2008 | Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity. | Carlos Ramisch, Aline Villavicencio, Leonardo Moura, Marco Idiart |
| 2008 | An Incremental Bayesian Model for Learning Syntactic Categories. | Christopher Parisien, Afsaneh Fazly, Suzanne Stevenson |
| 2008 | Linguistic features in data-driven dependency parsing. | Lilja vrelid |
| 2008 | Context-based Arabic Morphological Analysis for Machine Translation. | ThuyLinh Nguyen, Stephan Vogel |
| 2008 | A Tree-to-String Phrase-based Model for Statistical Machine Translation. | Thai Phuong Nguyen, Akira Shimazu, Tu Bao Ho, Minh Le Nguyen, Vinh Van Nguyen |
| 2008 | A Combined Memory-Based Semantic Role Labeler of English. | Roser Morante, Walter Daelemans, Vincent Van Asch |
| 2008 | Using LDA to detect semantically incoherent documents. | Hemant Misra, Olivier Capp, Franois Yvon |
| 2008 | Semantic Parsing for High-Precision Semantic Role Labelling. | Paola Merlo, Gabriele Musillo |
| 2008 | A MDL-based Model of Gender Knowledge Acquisition. | Harmony Marchal, Benot Lemaire, Maryse Bianco, Philippe Dessus |
| 2008 | A Joint Model for Parsing Syntactic and Semantic Dependencies. | Xavier Llus, Llus Mrquez |
| 2008 | Discriminative Learning of Syntactic and Semantic Dependencies. | Lu Li, Shixi Fan, Xuan Wang, Xiaolong Wang |
| 2008 | Semantic Dependency Parsing using N-best Semantic Role Sequences and Roleset Information. | Joo-Young Lee, Han-Cheol Cho, Hae-Chang Rim |
| 2008 | A Nearest-Neighbor Approach to the Automatic Analysis of Ancient Greek Morphology. | John Lee |
| 2008 | Transforming Meaning Representation Grammars to Improve Semantic Parsing. | Rohit J. Kate |