| 2012 | Behind the Article: Recognizing Dialog Acts in Wikipedia Talk Pages. | Oliver Ferschke, Iryna Gurevych, Yevgen Chebotar |
| 2012 | Extending the Entity-based Coherence Model with Multiple Ranks. | Vanessa Wei Feng, Graeme Hirst |
| 2012 | Towards a model of formal and informal address in English. | Manaal Faruqui, Sebastian Pad |
| 2012 | Dependency Parsing of Hungarian: Baseline Results and Challenges. | Richrd Farkas, Veronika Vincze, Helmut Schmid |
| 2012 | Character-based kernels for novelistic plot structure. | Micha Elsner |
| 2012 | Subcat-LMF: Fleshing out a standardized format for subcategorization frame interoperability. | Judith Eckle-Kohler, Iryna Gurevych |
| 2012 | Evaluating language understanding accuracy with respect to objective outcomes in a dialogue system. | Myroslava O. Dzikovska, Peter Bell, Amy Isard, Johanna D. Moore |
| 2012 | Generation of landmark-based navigation instructions from open-source data. | Markus Drger, Alexander Koller |
| 2012 | Learning How to Conjugate the Romanian Verb. Rules for Regular and Partially Irregular Verbs. | Liviu Petrisor Dinu, Vlad Niculae, Octavia-Maria Sulea |
| 2012 | Tree Representations in Probabilistic Models for Extended Named Entities Detection. | Marco Dinarelli, Sophie Rosset |
| 2012 | Smart Paradigms and the Predictability and Complexity of Inflectional Morphology. | Grgoire Dtrez, Aarne Ranta |
| 2012 | DualSum: a Topic-Model based approach for update summarization. | Jean-Yves Delort, Enrique Alfonseca |
| 2012 | A Statistical Spoken Dialogue System using Complex User Goals and Value Directed Compression. | Paul A. Crook, Zhuoran Wang, Xingkun Liu, Oliver Lemon |
| 2012 | Efficient parsing with Linear Context-Free Rewriting Systems. | Andreas van Cranenburgh |
| 2012 | Aspectual Type and Temporal Relation Classification. | Francisco Costa, Antnio Branco |
| 2012 | Speech Communication in the Wild. | Martin Cooke |
| 2012 | Discourse Type Clustering using POS n-gram Profiles and High-Dimensional Embeddings. | Christelle Cocco |
| 2012 | Managing Uncertainty in Semantic Tagging. | Silvie Cinkov, Martin Holub, Vincent Krz |
| 2012 | Learning from evolving data streams: online triage of bug reports. | Grzegorz Chrupala |
| 2012 | Instance-Driven Attachment of Semantic Annotations over Conceptual Hierarchies. | Janara Christensen, Marius Pasca |
| 2012 | Combining Tree Structures, Flat Features and Patterns for Biomedical Relation Extraction. | Md. Faisal Mahbub Chowdhury, Alberto Lavelli |
| 2012 | Unsupervised Detection of Downward-Entailing Operators By Maximizing Classification Certainty. | Jackie Chi Kit Cheung, Gerald Penn |
| 2012 | Evaluating Distributional Models of Semantics for Syntactically Invariant Inference. | Jackie Chi Kit Cheung, Gerald Penn |
| 2012 | Probabilistic Hierarchical Clustering of Morphological Paradigms. | Burcu Can, Suresh Manandhar |
| 2012 | Deciding the Twins Property for Weighted Tree Automata over Extremal Semifields. | Matthias Bchse, Anja Fischer |