| 2012 | A Classifier Based Approach to Emotion Lexicon Construction. Dipankar Das, Soujanya Poria, Sivaji Bandyopadhyay |
| 2012 | A Semi Supervised Learning Model for Mapping Sentences to Logical form with Ambiguous Supervision. Minh Le Nguyen, Akira Shimazu |
| 2012 | An Experience Developing a Semantic Annotation System in a Media Group. Ángel L. Garrido, Oscar Gomez, Sergio Ilarri, Eduardo Mena |
| 2012 | Arabic Rhetorical Relations Extraction for Answering "Why" and "How to" Questions. Jawad Sadek, Fairouz Chakkour, Farid Meziane |
| 2012 | Author Disambiguation Using Wikipedia-Based Explicit Semantic Analysis. In-Su Kang |
| 2012 | Automatic Population of Korean Information in Linking Open Data. Sin-Jae Kang, In-Su Kang |
| 2012 | Blog Distillation via Sentiment-Sensitive Link Analysis. Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri |
| 2012 | Can Text Summaries Help Predict Ratings? A Case Study of Movie Reviews. Horacio Saggion, Elena Lloret, Manuel Palomar |
| 2012 | Classifying Image Galleries into a Taxonomy Using Metadata and Wikipedia. Gerwin Kramer, Gosse Bouma, Dennis Hendriksen, Mathijs Homminga |
| 2012 | Comparing Different Methods for Opinion Mining in Newspaper Articles. Thomas Scholz, Stefan Conrad, Isabel Wolters |
| 2012 | Developing Multilingual Text Mining Workflows in UIMA and U-Compare. Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou |
| 2012 | Extracting Multi-document Summaries with a Double Clustering Approach. Sara Botelho Silveira, António Branco |
| 2012 | Extracting Social Events Based on Timeline and Sentiment Analysis in Twitter Corpus. Bayar Tsolmon, A-Rong Kwon, Kyung-Soon Lee |
| 2012 | Facets of a Discourse Analysis of Safety Requirements. Patrick Saint-Dizier |
| 2012 | Fake Reviews: The Malicious Perspective. Theodoros Lappas |
| 2012 | From Ontology to NL: Generation of Multilingual User-Oriented Environmental Reports. Nadjet Bouayad-Agha, Gerard Casamayor, Simon Mille, Marco Rospocher, Horacio Saggion, Luciano Serafini, Leo Wanner |
| 2012 | From Requirements to Code: Syntax-Based Requirements Analysis for Data-Driven Application Development. Goran Glavas, Kresimir Fertalj, Jan Snajder |
| 2012 | GPU-Accelerated Non-negative Matrix Factorization for Text Mining. Volodymyr Kysenko, Karl Rupp, Oleksandr Marchenko, Siegfried Selberherr, Anatoly Anisimov |
| 2012 | Generating SQL Queries Using Natural Language Syntactic Dependencies and Metadata. Alessandra Giordani, Alessandro Moschitti |
| 2012 | Geographic Expansion of Queries to Improve the Geographic Information Retrieval Task. José M. Perea-Ortega, Luis Alfonso Ureña López |
| 2012 | Improving Chinese Event Construction Extraction with Lexical Relation Pairs. Liou Chen, Qiang Zhou, Hongxian Wang |
| 2012 | Improving Document-Level Sentiment Classification Using Contextual Valence Shifters. Sara A. Morsy, Ahmed Rafea |
| 2012 | Initial Results from a Study on Personal Semantics of Conceptual Modeling Languages. Dirk van der Linden, Khaled Gaaloul, Wolfgang A. Molnar |
| 2012 | Integrating Lexical-Semantic Knowledge to Build a Public Lexical Ontology for Portuguese. Hugo Gonçalo Oliveira, Leticia Antón Pérez, Paulo Gomes |
| 2012 | Interacting with Data Warehouse by Using a Natural Language Interface. Muhammad Asif Naeem, Saif Ullah, Imran Sarwar Bajwa |
| 2012 | Labeling Queries for a People Search Engine. Antje Schlaf, Amit Kirschenbaum, Robert Remus, Thomas Efer |
| 2012 | Learning Good Decompositions of Complex Questions. Yllias Chali, Sadid A. Hasan, Kaisar Imam |
| 2012 | Lexical Knowledge Acquisition Using Spontaneous Descriptions in Texts. Augusta Mela, Mathieu Roche, Mohamed el Amine Bekhtaoui |
| 2012 | Litmus: Generation of Test Cases from Functional Requirements in Natural Language. Anurag Dwarakanath, Shubhashis Sengupta |
| 2012 | MLICC: A Multi-Label and Incremental Centroid-Based Classification of Web Pages by Genre. Chaker Jebari |
| 2012 | Modeling Math Word Problems with Augmented Semantic Networks. Christian Liguda, Thies Pfeiffer |
| 2012 | Multi-dimensional Analysis of Political Documents. Heiner Stuckenschmidt, Cäcilia Zirn |
| 2012 | Natural Language Processing and Information Systems - 17th International Conference on Applications of Natural Language to Information Systems, NLDB 2012, Groningen, The Netherlands, June 26-28, 2012. Proceedings Gosse Bouma, Ashwin Ittoo, Elisabeth Métais, Hans Wortmann |
| 2012 | On the Application of Spell Correction to Improve Plagiarism Detection. Daniel Micol, Óscar Ferrández, Rafael Muñoz |
| 2012 | On the Effect of Stopword Removal for SMS-Based FAQ Retrieval. Johannes Leveling |
| 2012 | PIRPO: An Algorithm to Deal with Polarity in Portuguese Online Reviews from the Accommodation Sector. Marcirio Silveira Chaves, Larissa A. de Freitas, Marlo Souza, Renata Vieira |
| 2012 | Performing Groupization in Data Warehouses: Which Discriminating Criterion to Select? Eya Ben Ahmed, Ahlem Nabli, Faïez Gargouri |
| 2012 | Plag-Inn: Intrinsic Plagiarism Detection Using Grammar Trees. Michael Tschuggnall, Günther Specht |
| 2012 | Polarity Preference of Verbs: What Could Verbs Reveal about the Polarity of Their Objects? Manfred Klenner, Stefanos Petrakis |
| 2012 | Polish Language Processing Chains for Multilingual Information Systems. Maciej Ogrodniczuk, Adam Przepiórkowski |
| 2012 | Processing Semantic Keyword Queries for Scientific Literature. Ibrahim Burak Özyurt, Christopher Condit, Amarnath Gupta |
| 2012 | Structuring Political Documents for Importance Ranking. Alexander Hogenboom, Maarten Jongmans, Flavius Frasincar |
| 2012 | Supervised HDP Using Prior Knowledge. Boyi Xie, Rebecca J. Passonneau |
| 2012 | Syntax, Semantics and Pragmatics of Conceptual Modelling. Bernhard Thalheim |
| 2012 | Teaching Business Systems to Agree. Fred van Blommestein |
| 2012 | Technical Term Recognition with Semi-supervised Learning Using Hierarchical Bayesian Language Models. Ryo Fujii, Akito Sakurai |
| 2012 | The Study of Informality as a Framework for Evaluating the Normalisation of Web 2.0 Texts. Alejandro Mosquera López, Paloma Moreda |
| 2012 | Towards Interrogative Types in Task-Oriented Dialogue Systems. Markus M. Berg, Antje Düsterhöft, Bernhard Thalheim |
| 2012 | Towards User Modelling in the Combat against Cyberbullying. Maral Dadvar, Roeland Ordelman, Franciska de Jong, Dolf Trieschnigg |
| 2012 | Two-Stage Named-Entity Recognition Using Averaged Perceptrons. Lars Buitinck, Maarten Marx |
| 2012 | User-Driven Automatic Resource Retrieval Based on Natural Language Request. Edgar Camilo Pedraza, Julián Andrés Zúñiga, Luis Javier Suarez Meza, Juan Carlos Corrales |
| 2012 | Using Natural Language Processing to Improve Document Categorization with Associative Networks. Niels Bloom |
| 2012 | Web-Based Relation Extraction for the Food Domain. Michael Wiegand, Benjamin Roth, Dietrich Klakow |
| 2012 | Wikimantic: Disambiguation for Short Queries. Christopher Boston, Sandra Carberry, Hui Fang |