| 2015 | Textual Entailment Using Different Similarity Metrics. | Tanik Saikh, Sudip Kumar Naskar, Chandan Giri, Sivaji Bandyopadhyay |
| 2015 | Automated Linguistic Personalization of Targeted Marketing Messages Mining User-Generated Text on Social Media. | Rishiraj Saha Roy, Aishwarya Padmakumar, Guna Prasaad Jeganathan, Ponnurangam Kumaraguru |
| 2015 | Term Network Approach for Transductive Classification. | Rafael Geraldeli Rossi, Solange Oliveira Rezende, Alneu de Andrade Lopes |
| 2015 | Statistical Machine Translation from and into Morphologically Rich and Low Resourced Languages. | Randil Pushpananda, Ruvan Weerasinghe, Mahesan Niranjan |
| 2015 | Improving Cross Language Information Retrieval Using Corpus Based Query Suggestion Approach. | Rajendra Prasath, Sudeshna Sarkar, Philip O'Reilly |
| 2015 | A Multi-strategy Approach for Lexicalizing Linked Open Data. | Rivindu Perera, Parma Nand |
| 2015 | Trending Sentiment-Topic Detection on Twitter. | Baolin Peng, Jing Li, Junwen Chen, Xu Han, Ruifeng Xu, Kam-Fai Wong |
| 2015 | Learning Ranked Sentiment Lexicons. | Filipa Peleja, Joo Magalhes |
| 2015 | Identifying Temporal Information and Tracking Sentiment in Cancer Patients' Interviews. | Braja Gopal Patra, Nilabjya Ghosh, Dipankar Das, Sivaji Bandyopadhyay |
| 2015 | Active Learning Based Weak Supervision for Textual Survey Response Classification. | Sangameshwar Patil, Balaraman Ravindran |
| 2015 | Mining Parallel Resources for Machine Translation from Comparable Corpora. | Santanu Pal, Partha Pakray, Alexander F. Gelbukh, Josef van Genabith |
| 2015 | Making Morphologies the "Easy" Way. | Attila Novk |
| 2015 | Towards a Universal Grammar for Natural Language Processing. | Joakim Nivre |
| 2015 | Feature Analysis for Native Language Identification. | Sergiu Nisioi |
| 2015 | Aspect-Based Sentiment Analysis Using Tree Kernel Based Relation Extraction. | Thien Hai Nguyen, Kiyoaki Shirai |
| 2015 | Mixed Language Arabic-English Information Retrieval. | Mohammed Mustafa, Hussein Suleman |
| 2015 | EmoTwitter - A Fine-Grained Visualization System for Identifying Enduring Sentiments in Tweets. | Myriam Munezero, Calkin Suero Montero, Maxim Mozgovoy, Erkki Sutinen |
| 2015 | Learning Semantically Rich Event Inference Rules Using Definition of Verbs. | Nasrin Mostafazadeh, James F. Allen |
| 2015 | Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. | Mohamed Morchid, Richard Dufour, Georges Linars, Youssef Hamadi |
| 2015 | An Approach for Intention Mining of Complex Comparative Opinion Why Type Questions Asked on Product Review Sites. | Amit Mishra, Sanjay Kumar Jain |
| 2015 | Arabic Transliteration of Romanized Tunisian Dialect Text: A Preliminary Investigation. | Abir Masmoudi, Nizar Habash, Mariem Ellouze, Yannick Estve, Lamia Hadrich Belguith |
| 2015 | Feature Selection for Twitter Sentiment Analysis: An Experimental Study. | Riham Mansour, Mohamed Farouk Abdel Hady, Eman Hosam, Hani Amr, Ahmed Ashour |
| 2015 | Lexical Network Enrichment Using Association Rules Model. | Souheyl Mallat, Emna Hkiri, Mohsen Maraoui, Mounir Zrigui |
| 2015 | Data-Driven Morphological Analysis and Disambiguation for Kazakh. | Olzhas Makhambetov, Aibek Makazhanov, Islam Sabyrgaliyev, Zhandos Yessenbayev |
| 2015 | Rehabilitation of Count-Based Models for Word Vector Representations. | Rmi Lebret, Ronan Collobert |