| 2015 | Tree-Structured Named Entities Extraction from Competing Speech Transcriptions. | Davy Weissenbacher, Christian Raymond |
| 2015 | How to Talk to a Cognitive Computer. | Csaba Veres |
| 2015 | A Rule-Based Approach to Implicit Emotion Detection in Text. | Orizu Udochukwu, Yulan He |
| 2015 | Interactive Learning with TREE: Teachable Relation and Event Extraction System. | Maya Tydykov, Mingzhi Zeng, Anatole Gershman, Robert E. Frederking |
| 2015 | Pragmatic Query Answering: Results from a Quantitative Evaluation. | Jon Scott Stevens, Anton Benz, Sebastian Reue, Ralf Klabunde, Lisa Raithel |
| 2015 | Extracting Relations from Unstructured Text Sources for Music Recommendation. | Mohamed Sordo, Sergio Oramas, Luis Espinosa Anke |
| 2015 | Generating Logical Representations for Natural Language Requirements Using Syntactic Dependencies and Norm Analysis Patterns. | Richa Sharma, Kanad K. Biswas |
| 2015 | Lemonade: A Web Assistant for Creating and Debugging Ontology Lexica. | Mariano Rico, Christina Unger |
| 2015 | Management and Publishing of Multimedia Dictionary of the Czech Sign Language. | Adam Rambousek, Ales Hork |
| 2015 | Random Indexing Revisited. | Behrang QasemiZadeh |
| 2015 | Gathering Knowledge for Question Answering Beyond Named Entities. | Piotr Przybyla |
| 2015 | Deciphering Review Comments: Identifying Suggestions, Appreciations and Complaints. | Sachin Pawar, Nitin Ramrakhiyani, Girish K. Palshikar, Swapnil Hingmire |
| 2015 | Using Distributed Word Representations and mRMR Discriminant Analysis for Multilingual Text Summarization. | Houda Oufaida, Philippe Blache, Omar Nouali |
| 2015 | A Language-Independent Method for Detection and Correction of Alignment Errors in Parallel Corpora. | Katarzyna Nizalowska, Urszula Markowska-Kaczmar |
| 2015 | Unsupervised Classification of Translated Texts. | Sergiu Nisioi |
| 2015 | The Interplay of Language Processing, Reasoning and Decision-Making in Cognitive Computing. | Sergei Nirenburg, Marjorie McShane |
| 2015 | MaNER: A MedicAl Named Entity Recogniser. | Isabel Moreno, Paloma Moreda, Mara Teresa Rom-Ferri |
| 2015 | Optimized Uyghur Segmentation for Statistical Machine Translation. | Chenggang Mi, Yating Yang, Rui Dong, Xi Zhou, Lei Wang, Xiao Li, Tonghai Jiang, Osman Turghun |
| 2015 | Ensemble classifier for Twitter sentiment analysis. | Eugenio Martnez-Cmara, Yoan Gutirrez Vzquez, Javi Fernndez, Arturo Montejo-Rez, Rafael Muoz Guillena |
| 2015 | Improving Spanish Polarity Classification Combining Different Linguistic Resources. | Eugenio Martnez-Cmara, Fermn L. Cruz, M. Dolores Molina-Gonzlez, Mara Teresa Martn-Valdivia, F. Javier Ortega, Luis Alfonso Urea Lpez |
| 2015 | Identification and Ranking of Event-Specific Entity-Centric Informative Content from Twitter. | Debanjan Mahata, John R. Talburt, Vivek Kumar Singh |
| 2015 | In Defense of Word Embedding for Generic Text Representation. | Guy Lev, Benjamin Eliot Klein, Lior Wolf |
| 2015 | Text Summarization and Speech Synthesis for the Automated Generation of Personalized Audio Presentations. | Samus Lawless, Peter Lavin, Mostafa Bayomi, Joo P. Cabral, M. Rami Ghorab |
| 2015 | High-Precision Person Name Extraction from Turkish Texts Using Wikipedia. | Dilek Kk, Dogan Kk |
| 2015 | Associating Intent with Sentiment in Weblogs. | Mark Krll, Markus Strohmaier |