| 2012 | A Bayesian Approach to Unsupervised Semantic Role Induction. Ivan Titov, Alexandre Klementiev |
| 2012 | A Comparative Study of Reinforcement Learning Techniques on Dialogue Management. Alexandros Papangelis |
| 2012 | A Computer Assisted Speech Transcription System. Alejandro Revuelta-Martínez, Luis Rodríguez, Ismael García-Varea |
| 2012 | A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings. Tom Kwiatkowski, Sharon Goldwater, Luke Zettlemoyer, Mark Steedman |
| 2012 | A Statistical Spoken Dialogue System using Complex User Goals and Value Directed Compression. Paul A. Crook, Zhuoran Wang, Xingkun Liu, Oliver Lemon |
| 2012 | A Support Platform for Event Detection using Social Intelligence. Timothy Baldwin, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera, Masud Moshtaghi |
| 2012 | A platform for collaborative semantic annotation. Valerio Basile, Johan Bos, Kilian Evang, Noortje Venhuizen |
| 2012 | Active learning for interactive machine translation. Jesús González-Rubio, Daniel Ortiz-Martínez, Francisco Casacuberta |
| 2012 | Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context. Vassilina Nikoulina, Bogomil Kovachev, Nikolaos Lagos, Christof Monz |
| 2012 | Adapting Translation Models to Translationese Improves SMT. Gennadi Lembersky, Noam Ordan, Shuly Wintner |
| 2012 | An Unsupervised Dynamic Bayesian Network Approach to Measuring Speech Style Accommodation. Mahaveer Jain, John W. McDonough, Gahgene Gweon, Bhiksha Raj, Carolyn Penstein Rosé |
| 2012 | Answer Sentence Retrieval by Matching Dependency Paths acquired from Question/Answer Sentence Pairs. Michael Kaisser |
| 2012 | Aspectual Type and Temporal Relation Classification. Francisco Costa, António Branco |
| 2012 | Automatic Analysis of Patient History Episodes in Bulgarian Hospital Discharge Letters. Svetla Boytcheva, Galia Angelova, Ivelina Nikolova |
| 2012 | Automatic generation of short informative sentiment summaries. Andrea Glaser, Hinrich Schütze |
| 2012 | Automatically Generated Customizable Online Dictionaries. Eniko Héja, Dávid Takács |
| 2012 | Behind the Article: Recognizing Dialog Acts in Wikipedia Talk Pages. Oliver Ferschke, Iryna Gurevych, Yevgen Chebotar |
| 2012 | Bootstrapped Training of Event Extraction Classifiers. Ruihong Huang, Ellen Riloff |
| 2012 | Bootstrapping Events and Relations from Text. Ting Liu, Tomek Strzalkowski |
| 2012 | CLex: A Lexicon for Exploring Color, Concept and Emotion Associations in Language. Svitlana Volkova, William B. Dolan, Theresa Wilson |
| 2012 | Can Click Patterns across User's Query Logs Predict Answers to Definition Questions? Alejandro Figueroa |
| 2012 | Character-Based Pivot Translation for Under-Resourced Languages and Domains. Jörg Tiedemann |
| 2012 | Character-based kernels for novelistic plot structure. Micha Elsner |
| 2012 | Collaborative Machine Translation Service for Scientific texts. Patrik Lambert, Jean Senellart, Laurent Romary, Holger Schwenk, Florian Zipser, Patrice Lopez, Frédéric Blain |
| 2012 | Combining Tree Structures, Flat Features and Patterns for Biomedical Relation Extraction. Md. Faisal Mahbub Chowdhury, Alberto Lavelli |
| 2012 | Compensating for Annotation Errors in Training a Relation Extractor. Bonan Min, Ralph Grishman |
| 2012 | Composing extended top-down tree transducers. Aurélie Lagoutte, Fabienne Braune, Daniel Quernheim, Andreas Maletti |
| 2012 | Computing Lattice BLEU Oracle Scores for Machine Translation. Artem Sokolov, Guillaume Wisniewski, François Yvon |
| 2012 | Coordination Structure Analysis using Dual Decomposition. Atsushi Hanamoto, Takuya Matsuzaki, Jun'ichi Tsujii |
| 2012 | Cross-Framework Evaluation for Statistical Parsing. Reut Tsarfaty, Joakim Nivre, Evelina Andersson |
| 2012 | Cross-Lingual Genre Classification. Philipp Petrenz |
| 2012 | Cutting the Long Tail: Hybrid Language Models for Translation Style Adaptation. Arianna Bisazza, Marcello Federico |
| 2012 | Dependency Parsing of Hungarian: Baseline Results and Challenges. Richárd Farkas, Veronika Vincze, Helmut Schmid |
| 2012 | Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge. Ivan Vulic, Marie-Francine Moens |
| 2012 | Determining the placement of German verbs in English-to-German SMT. Anita Gojun, Alexander M. Fraser |
| 2012 | Discourse Type Clustering using POS n-gram Profiles and High-Dimensional Embeddings. Christelle Cocco |
| 2012 | Does more data always yield better translations? Guillem Gascó, Martha-Alicia Rocha, Germán Sanchis-Trilles, Jesús Andrés-Ferrer, Francisco Casacuberta |
| 2012 | DualSum: a Topic-Model based approach for update summarization. Jean-Yves Delort, Enrique Alfonseca |
| 2012 | EACL 2012, 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012 Walter Daelemans, Mirella Lapata, Lluís Màrquez |
| 2012 | Efficient parsing with Linear Context-Free Rewriting Systems. Andreas van Cranenburgh |
| 2012 | ElectionWatch: Detecting Patterns in News Coverage of US Elections. Saatviga Sudhahar, Thomas Lansdall-Welfare, Ilias N. Flaounas, Nello Cristianini |
| 2012 | Elliphant: Improved Automatic Detection of Zero Subjects and Impersonal Constructions in Spanish. Luz Rello, Ricardo Baeza-Yates, Ruslan Mitkov |
| 2012 | Entailment above the word level in distributional semantics. Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, Chung-chieh Shan |
| 2012 | Evaluating Distributional Models of Semantics for Syntactically Invariant Inference. Jackie Chi Kit Cheung, Gerald Penn |
| 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 | Experimenting with Distant Supervision for Emotion Classification. Matthew Purver, Stuart Adam Battersby |
| 2012 | Extending the Entity-based Coherence Model with Multiple Ranks. Vanessa Wei Feng, Graeme Hirst |
| 2012 | Feature-Rich Part-of-speech Tagging for Morphologically Complex Languages: Application to Bulgarian. Georgi Georgiev, Valentin Zhikov, Kiril Ivanov Simov, Petya Osenova, Preslav Nakov |
| 2012 | Fluid Construction Grammar: The New Kid on the Block. Remi van Trijp, Luc Steels, Katrien Beuls, Pieter Wellens |
| 2012 | Folheador: browsing through Portuguese semantic relations. Hugo Gonçalo Oliveira, Hernani Pereira Costa, Diana Santos |
| 2012 | Framework of Semantic Role Assignment based on Extended Lexical Conceptual Structure: Comparison with VerbNet and FrameNet. Yuichiroh Matsubayashi, Yusuke Miyao, Akiko N. Aizawa |
| 2012 | Generalization Methods for In-Domain and Cross-Domain Opinion Holder Extraction. Michael Wiegand, Dietrich Klakow |
| 2012 | Generation of landmark-based navigation instructions from open-source data. Markus Dräger, Alexander Koller |
| 2012 | HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce. Andrea Gesmundo, Nadi Tomeh |
| 2012 | Harnessing NLP Techniques in the Processes of Multilingual Content Management. Anelia Belogay, Diman Karagyozov, Svetla Koeva, Cristina Vertan, Adam Przepiórkowski, Dan Cristea, Plovios Raxis |
| 2012 | Hierarchical Bayesian Language Modelling for the Linguistically Informed. Jan A. Botha |
| 2012 | Identifying Broken Plurals, Irregular Gender, and Rationality in Arabic Text. Sarah Alkuhlani, Nizar Habash |
| 2012 | Improving Pronoun Translation for Statistical Machine Translation. Liane Guillou |
| 2012 | Improving machine translation of null subjects in Italian and Spanish. Lorenza Russo, Sharid Loáiciga, Asheesh Gulati |
| 2012 | Incorporating Lexical Priors into Topic Models. Jagadeesh Jagarlamudi, Hal Daumé III, Raghavendra Udupa |
| 2012 | Inferring Selectional Preferences from Part-Of-Speech N-grams. Hyeju Jang, Jack Mostow |
| 2012 | Instance-Driven Attachment of Semantic Annotations over Conceptual Hierarchies. Janara Christensen, Marius Pasca |
| 2012 | Joint Satisfaction of Syntactic and Pragmatic Constraints Improves Incremental Spoken Language Understanding. Andreas Peldszus, Okko Buß, Timo Baumann, David Schlangen |
| 2012 | Just Title It! (by an Online Application). Cédric Lopez, Violaine Prince, Mathieu Roche |
| 2012 | Language Resources Factory: case study on the acquisition of Translation Memories. Marc Poch, Antonio Toral, Núria Bel |
| 2012 | Large-Margin Learning of Submodular Summarization Models. Ruben Sipos, Pannaga Shivaswamy, Thorsten Joachims |
| 2012 | Learning How to Conjugate the Romanian Verb. Rules for Regular and Partially Irregular Verbs. Liviu Petrisor Dinu, Vlad Niculae, Octavia-Maria Sulea |
| 2012 | Learning Language from Perceptual Context. Raymond J. Mooney |
| 2012 | Learning for Microblogs with Distant Supervision: Political Forecasting with Twitter. Micol Marchetti-Bowick, Nathanael Chambers |
| 2012 | Learning from evolving data streams: online triage of bug reports. Grzegorz Chrupala |
| 2012 | Learning the Fine-Grained Information Status of Discourse Entities. Altaf Rahman, Vincent Ng |
| 2012 | Learning to Behave by Reading. Regina Barzilay |
| 2012 | Lexical surprisal as a general predictor of reading time. Irene Fernandez Monsalve, Stefan L. Frank, Gabriella Vigliocco |
| 2012 | MaltOptimizer: An Optimization Tool for MaltParser. Miguel Ballesteros, Joakim Nivre |
| 2012 | Managing Uncertainty in Semantic Tagging. Silvie Cinková, Martin Holub, Vincent Kríz |
| 2012 | Manually constructed context-free grammar for Myanmar syllable structure. Tin Htay Hlaing |
| 2012 | Measuring Contextual Fitness Using Error Contexts Extracted from the Wikipedia Revision History. Torsten Zesch |
| 2012 | Midge: Generating Image Descriptions From Computer Vision Detections. Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III |
| 2012 | Mining Co-Occurrence Matrices for SO-PMI Paradigm Word Candidates. Aleksander Wawer |
| 2012 | Modeling Inflection and Word-Formation in SMT. Alexander M. Fraser, Marion Weller, Aoife Cahill, Fabienne Cap |
| 2012 | NERD: A Framework for Unifying Named Entity Recognition and Disambiguation Extraction Tools. Giuseppe Rizzo, Raphaël Troncy |
| 2012 | Not as Awful as it Seems: Explaining German Case through Computational Experiments in Fluid Construction Grammar. Remi van Trijp |
| 2012 | ONTS: "Optima" News Translation System. Marco Turchi, Martin Atkinson, Alastair Wilcox, Brett Crawley, Stefano Bucci, Ralf Steinberger, Erik Van der Goot |
| 2012 | Parallel and Nested Decomposition for Factoid Questions. Aditya Kalyanpur, Siddharth Patwardhan, Branimir Boguraev, Jennifer Chu-Carroll, Adam Lally |
| 2012 | Perplexity Minimization for Translation Model Domain Adaptation in Statistical Machine Translation. Rico Sennrich |
| 2012 | Power-Law Distributions for Paraphrases Extracted from Bilingual Corpora. Spyros Martzoukos, Christof Monz |
| 2012 | Probabilistic Hierarchical Clustering of Morphological Paradigms. Burcu Can, Suresh Manandhar |
| 2012 | Query log analysis with LangLog. Marco Trevisan, Eduard Barbu, Igor Barsanti, Luca Dini, Nikolaos Lagos, Frédérique Segond, Mathieu Ruhlmann, Ed Vald |
| 2012 | Recall-Oriented Learning of Named Entities in Arabic Wikipedia. Behrang Mohit, Nathan Schneider, Rishav Bhowmick, Kemal Oflazer, Noah A. Smith |
| 2012 | SWAN - Scientific Writing AssistaNt. A Tool for Helping Scholars to Write Reader-Friendly Manuscripts. Tomi Kinnunen, Henri Leisma, Monika Machunik, Tuomo Kakkonen, Jean-Luc LeBrun |
| 2012 | Skip N-grams and Ranking Functions for Predicting Script Events. Bram Jans, Steven Bethard, Ivan Vulic, Marie-Francine Moens |
| 2012 | Smart Paradigms and the Predictability and Complexity of Inflectional Morphology. Grégoire Détrez, Aarne Ranta |
| 2012 | Spectral Learning for Non-Deterministic Dependency Parsing. Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras |
| 2012 | Speech Communication in the Wild. Martin Cooke |
| 2012 | Structural and Topical Dimensions in Multi-Task Patent Translation. Katharina Wäschle, Stefan Riezler |
| 2012 | Subcat-LMF: Fleshing out a standardized format for subcategorization frame interoperability. Judith Eckle-Kohler, Iryna Gurevych |
| 2012 | Syntax-Based Word Ordering Incorporating a Large-Scale Language Model. Yue Zhang, Graeme W. Blackwood, Stephen Clark |
| 2012 | The Best of BothWorlds - A Graph-based Completion Model for Transition-based Parsers. Bernd Bohnet, Jonas Kuhn |
| 2012 | The Impact of Spelling Errors on Patent Search. Benno Stein, Dennis Hoppe, Tim Gollub |
| 2012 | The Problem with Kappa. David Martin Ward Powers |
| 2012 | The effect of domain and text type on text prediction quality. Suzan Verberne, Antal van den Bosch, Helmer Strik, Lou Boves |
| 2012 | To what extent does sentence-internal realisation reflect discourse context? A study on word order. Sina Zarrieß, Aoife Cahill, Jonas Kuhn |
| 2012 | Towards a model of formal and informal address in English. Manaal Faruqui, Sebastian Padó |
| 2012 | TransAhead: A Writing Assistant for CAT and CALL. Chung-Chi Huang, Ping-Che Yang, Mei-Hua Chen, Hung-ting Hsieh, Ting-hui Kao, Jason S. Chang |
| 2012 | Tree Representations in Probabilistic Models for Extended Named Entities Detection. Marco Dinarelli, Sophie Rosset |
| 2012 | UBY - A Large-Scale Unified Lexical-Semantic Resource Based on LMF. Iryna Gurevych, Judith Eckle-Kohler, Silvana Hartmann, Michael Matuschek, Christian M. Meyer, Christian Wirth |
| 2012 | Unsupervised Detection of Downward-Entailing Operators By Maximizing Classification Certainty. Jackie Chi Kit Cheung, Gerald Penn |
| 2012 | User Edits Classification Using Document Revision Histories. Amit Bronner, Christof Monz |
| 2012 | User Participation Prediction in Online Forums. Zhonghua Qu, Yang Liu |
| 2012 | Validation of sub-sentential paraphrases acquired from parallel monolingual corpora. Houda Bouamor, Aurélien Max, Anne Vilnat |
| 2012 | WebCAGe - A Web-Harvested Corpus Annotated with GermaNet Senses. Verena Henrich, Erhard W. Hinrichs, Tatiana Vodolazova |
| 2012 | What's in a Name? Entity Type Variation across Two Biomedical Subdomains. Claudiu Mihaila, Riza Theresa Batista-Navarro |
| 2012 | When Did that Happen? - Linking Events and Relations to Timestamps. Dirk Hovy, James Fan, Alfio Massimiliano Gliozzo, Siddharth Patwardhan, Christopher A. Welty |
| 2012 | Word Sense Induction for Novel Sense Detection. Jey Han Lau, Paul Cook, Diana McCarthy, David Newman, Timothy Baldwin |
| 2012 | Yet Another Language Identifier. Martin Majlis |
| 2012 | brat: a Web-based Tool for NLP-Assisted Text Annotation. Pontus Stenetorp, Sampo Pyysalo, Goran Topic, Tomoko Ohta, Sophia Ananiadou, Jun'ichi Tsujii |