| 2009 | Joint Memory-Based Learning of Syntactic and Semantic Dependencies in Multiple Languages. | Roser Morante, Vincent Van Asch, Antal van den Bosch |
| 2009 | Multilingual Semantic Role Labelling with Markov Logic. | Ivn V. Meza-Ruz, Sebastian Riedel |
| 2009 | Joint Inference for Natural Language Processing. | Andrew McCallum |
| 2009 | A Second-Order Joint Eisner Model for Syntactic and Semantic Dependency Parsing. | Xavier Llus, Stefan Bott, Llus Mrquez |
| 2009 | Exploring Multilingual Semantic Role Labeling. | Baoli Li, Martin Emms, Saturnino Luz, Carl Vogel |
| 2009 | The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages. | Jan Hajic, Massimiliano Ciaramita, Richard Johansson, Daisuke Kawahara, Maria Antnia Mart, Llus Mrquez, Adam Meyers, Joakim Nivre, Sebastian Pad, Jan Stepnek, Pavel Strank, Mihai Surdeanu, Nianwen Xue, Yi Zhang |
| 2009 | Fine-Grained Classification of Named Entities Exploiting Latent Semantic Kernels. | Claudio Giuliano |
| 2009 | A Latent Variable Model of Synchronous Syntactic-Semantic Parsing for Multiple Languages. | Andrea Gesmundo, James Henderson, Paola Merlo, Ivan Titov |
| 2009 | Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences. | Nikesh Garera, Chris Callison-Burch, David Yarowsky |
| 2009 | Modeling Word Learning As Communicative Inference. | Michael C. Frank |
| 2009 | Representing words as regions in vector space. | Katrin Erk |
| 2009 | Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser. | Dmitry Davidov, Roi Reichart, Ari Rappoport |
| 2009 | An Iterative Approach for Joint Dependency Parsing and Semantic Role Labeling. | Qifeng Dai, Enhong Chen, Liu Shi |
| 2009 | Using Encyclopedic Knowledge for Automatic Topic Identification. | Kino Coursey, Rada Mihalcea, William E. Moen |
| 2009 | Minimally Supervised Model of Early Language Acquisition. | Michael Connor, Yael Gertner, Cynthia Fisher, Dan Roth |
| 2009 | Multilingual Dependency-based Syntactic and Semantic Parsing. | Wanxiang Che, Zhenghua Li, Yongqiang Li, Yuhang Guo, Bing Qin, Ting Liu |
| 2009 | Efficient Parsing of Syntactic and Semantic Dependency Structures. | Bernd Bohnet |
| 2009 | A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping. | Michael Bloodgood, K. Vijay-Shanker |
| 2009 | Multilingual Semantic Role Labeling. | Anders Bjrkelund, Love Hafdell, Pierre Nugues |
| 2009 | Glen, Glenda or Glendale: Unsupervised and Semi-supervised Learning of English Noun Gender. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2009 | Investigating Automatic Alignment Methods for Slide Generation from Academic Papers. | Brandon Beamer, Roxana Girju |
| 2009 | Monte Carlo inference and maximization for phrase-based translation. | Abhishek Arun, Chris Dyer, Barry Haddow, Phil Blunsom, Adam Lopez, Philipp Koehn |
| 2009 | Hybrid Multilingual Parsing with HPSG for SRL. | Yi Zhang, Rui Wang, Stephan Oepen |
| 2008 | Parsing Syntactic and Semantic Dependencies with Two Single-Stage Maximum Entropy Models. | Hai Zhao, Chunyu Kit |
| 2008 | Hybrid Learning of Dependency Structures from Heterogeneous Linguistic Resources. | Yi Zhang, Rui Wang, Hans Uszkoreit |