| 2015 | Structural Alignment for Comparison Detection. | Wiltrud Kessler, Jonas Kuhn |
| 2015 | Fine-Grained Sentiment Analysis for Movie Reviews in Bulgarian. | Borislav Kapukaranov, Preslav Nakov |
| 2015 | About Emotion Identification in Visual Sentiment Analysis. | Olga Kanishcheva, Galia Angelova |
| 2015 | Sentiment Analysis in Twitter for Macedonian. | Dame Jovanoski, Veno Pachovski, Preslav Nakov |
| 2015 | Part-of-Speech Tagging for Code-Mixed English-Hindi Twitter and Facebook Chat Messages. | Anupam Jamatia, Bjrn Gambck, Amitava Das |
| 2015 | The Application of Constraint Rules to Data-driven Parsing. | Sardar F. Jaf, Allan Ramsay |
| 2015 | Feature-Rich Part-Of-Speech Tagging Using Deep Syntactic and Semantic Analysis. | Luchezar Jackov |
| 2015 | Automatic Acquisition of Artifact Nouns in French. | Xiaoqin Hu, Pierre-Andr Buvet |
| 2015 | Detection and Fine-Grained Classification of Cyberbullying Events. | Cynthia Van Hee, Els Lefever, Ben Verhoeven, Julie Mennes, Bart Desmet, Guy De Pauw, Walter Daelemans, Vronique Hoste |
| 2015 | Enriching Word Sense Embeddings with Translational Context. | Mehdi Ghanimifard, Richard Johansson |
| 2015 | Pattern Construction for Extracting Domain Terminology. | Yusney Marrero Garca, Mara Paloma Moreda Pozo, Rafael Muoz Guillena |
| 2015 | Text Classification into Abstract Classes Based on Discourse Structure. | Boris A. Galitsky, Dmitry Ilvovsky, Sergei O. Kuznetsov |
| 2015 | Some Theoretical Considerations in Off-the-Shelf Text Analysis Software. | Emma Franklin |
| 2015 | Distributional Semantics for Resolving Bridging Mentions. | Tim Feuerbach, Martin Riedl, Chris Biemann |
| 2015 | Jointly Embedding Relations and Mentions for Knowledge Population. | Miao Fan, Kai Cao, Yifan He, Ralph Grishman |
| 2015 | Using the Textual Content of the LMF-Normalized Dictionaries for Identifying and Linking the Syntactic Behaviors to the Meanings. | Imen Elleuch, Bilel Gargouri, Abdelmajid Ben Hamadou |
| 2015 | Towards a Lexicon-grammar based Framework for NLP: an Opinion Mining Application. | Annibale Elia, Serena Pelosi, Alessandro Maisto, Raffaele Guarasci |
| 2015 | Cross-lingual Synonymy Overlap. | Anca P. Dinu, Liviu P. Dinu, Ana Sabina Uban |
| 2015 | Towards Opinion Summarization from Online Forums. | Ying Ding, Jing Jiang |
| 2015 | A Joint Model of Product Properties, Aspects and Ratings for Online Reviews. | Ying Ding, Jing Jiang |
| 2015 | The Complexity of Scrambling in Japanese: A TAG Approach. | Alexander Diez |
| 2015 | Temporal Relation Classification using a Model of Tense and Aspect. | Leon Derczynski, Robert J. Gaizauskas |
| 2015 | Tune Your Brown Clustering, Please. | Leon Derczynski, Sean Chester, Kenneth S. Bgh |
| 2015 | Efficient Named Entity Annotation through Pre-empting. | Leon Derczynski, Kalina Bontcheva |
| 2015 | Processing and Normalizing Hashtags. | Thierry Declerck, Piroska Lendvai |