| 2008 | A Cascaded Syntactic and Semantic Dependency Parsing System. Wanxiang Che, Zhenghua Li, Yuxuan Hu, Yongqiang Li, Bing Qin, Ting Liu, Sheng Li |
| 2008 | A Combined Memory-Based Semantic Role Labeler of English. Roser Morante, Walter Daelemans, Vincent Van Asch |
| 2008 | A Fast Boosting-based Learner for Feature-Rich Tagging and Chunking. Tomoya Iwakura, Seishi Okamoto |
| 2008 | A Joint Model for Parsing Syntactic and Semantic Dependencies. Xavier Lluís, Lluís Màrquez |
| 2008 | A Latent Variable Model of Synchronous Parsing for Syntactic and Semantic Dependencies. James Henderson, Paola Merlo, Gabriele Musillo, Ivan Titov |
| 2008 | A MDL-based Model of Gender Knowledge Acquisition. Harmony Marchal, Benoît Lemaire, Maryse Bianco, Philippe Dessus |
| 2008 | A Nearest-Neighbor Approach to the Automatic Analysis of Ancient Greek Morphology. John Lee |
| 2008 | A Pipeline Approach for Syntactic and Semantic Dependency Parsing. Yotaro Watanabe, Masakazu Iwatate, Masayuki Asahara, Yuji Matsumoto |
| 2008 | A Puristic Approach for Joint Dependency Parsing and Semantic Role Labeling. Alexander Volokh, Günter Neumann |
| 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 | Acquiring Knowledge from the Web to be used as Selectors for Noun Sense Disambiguation. Hansen Andrew Schwartz, Fernando Gomez |
| 2008 | An Incremental Bayesian Model for Learning Syntactic Categories. Christopher Parisien, Afsaneh Fazly, Suzanne Stevenson |
| 2008 | Applying Sentence Simplification to the CoNLL-2008 Shared Task. David Vickrey, Daphne Koller |
| 2008 | Automatic Chinese Catchword Extraction Based on Time Series Analysis. Han Ren, Donghong Ji, Jing Wan, Lei Han |
| 2008 | Baby SRL: Modeling Early Language Acquisition. Michael Connor, Yael Gertner, Cynthia Fisher, Dan Roth |
| 2008 | Collective Semantic Role Labelling with Markov Logic. Sebastian Riedel, Iván V. Meza-Ruíz |
| 2008 | Context-based Arabic Morphological Analysis for Machine Translation. ThuyLinh Nguyen, Stephan Vogel |
| 2008 | DeSRL: A Linear-Time Semantic Role Labeling System. Massimiliano Ciaramita, Giuseppe Attardi, Felice Dell'Orletta, Mihai Surdeanu |
| 2008 | Dependency Tree-based SRL with Proper Pruning and Extensive Feature Engineering. Hongling Wang, Honglin Wang, Guodong Zhou, Qiaoming Zhu |
| 2008 | Dependency-based Syntactic-Semantic Analysis with PropBank and NomBank. Richard Johansson, Pierre Nugues |
| 2008 | Discriminative Learning of Syntactic and Semantic Dependencies. Lu Li, Shixi Fan, Xuan Wang, Xiaolong Wang |
| 2008 | Discriminative vs. Generative Approaches in Semantic Role Labeling. Deniz Yuret, Mehmet Ali Yatbaz, Ahmet Engin Ural |
| 2008 | Easy as ABC? Facilitating Pictorial Communication via Semantically Enhanced Layout. Andrew B. Goldberg, Xiaojin Zhu, Charles R. Dyer, Mohamed Eldawy, Lijie Heng |
| 2008 | Fast Mapping in Word Learning: What Probabilities Tell Us. Afra Alishahi, Afsaneh Fazly, Suzanne Stevenson |
| 2008 | Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts. Gaël Dias, Raycho Mukelov, Guillaume Cleuziou |
| 2008 | Hybrid Learning of Dependency Structures from Heterogeneous Linguistic Resources. Yi Zhang, Rui Wang, Hans Uszkoreit |
| 2008 | Improving Word Segmentation by Simultaneously Learning Phonotactics. Daniel Blanchard, Jeffrey Heinz |
| 2008 | Linguistic features in data-driven dependency parsing. Lilja Øvrelid |
| 2008 | Mixing and Blending Syntactic and Semantic Dependencies. Yvonne Samuelsson, Oscar Täckström, Sumithra Velupillai, Johan Eklund, Mark Fishel, Markus Saers |
| 2008 | Parsing Syntactic and Semantic Dependencies with Two Single-Stage Maximum Entropy Models. Hai Zhao, Chunyu Kit |
| 2008 | Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity. Carlos Ramisch, Aline Villavicencio, Leonardo Moura, Marco Idiart |
| 2008 | Probabilistic Model for Syntactic and Semantic Dependency Parsing. Enhong Chen, Liu Shi, Dawei Hu |
| 2008 | Proceedings of the Twelfth Conference on Computational Natural Language Learning, CoNLL 2008, Manchester, UK, August 16-17, 2008 Alexander Clark, Kristina Toutanova |
| 2008 | Semantic Dependency Parsing using N-best Semantic Role Sequences and Roleset Information. Joo-Young Lee, Han-Cheol Cho, Hae-Chang Rim |
| 2008 | Semantic Parsing for High-Precision Semantic Role Labelling. Paola Merlo, Gabriele Musillo |
| 2008 | TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-Rich Parsing. Xavier Carreras, Michael Collins, Terry Koo |
| 2008 | The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic Dependencies. Mihai Surdeanu, Richard Johansson, Adam Meyers, Lluís Màrquez, 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 | Trainable Speaker-Based Referring Expression Generation. Giuseppe Di Fabbrizio, Amanda Stent, Srinivas Bangalore |
| 2008 | Transforming Meaning Representation Grammars to Improve Semantic Parsing. Rohit J. Kate |
| 2008 | Using LDA to detect semantically incoherent documents. Hemant Misra, Olivier Cappé, François Yvon |