| 2015 | Comparing Neural Lexical Models of a Classic National Corpus and a Web Corpus: The Case for Russian. | Andrey Kutuzov, Elizaveta Kuzmenko |
| 2015 | Statistical Sandhi Splitter for Agglutinative Languages. | Prathyusha Kuncham, Kovida Nelakuditi, Sneha Nallani, Radhika Mamidi |
| 2015 | Confidence Measure for Czech Document Classification. | Pavel Krl, Ladislav Lenc |
| 2015 | To Split or Not, and If so, Where? Theoretical and Empirical Aspects of Unsupervised Morphological Segmentation. | Amit Kirschenbaum |
| 2015 | From Natural Logic to Natural Reasoning. | Lauri Karttunen |
| 2015 | High Quality Arabic Lexical Ontology Based on MUHIT, WordNet, SUMO and DBpedia. | Eslam Kamal, Mohsen A. Rashwan, Sameh Alansary |
| 2015 | Calculation of Textual Similarity Using Semantic Relatedness Functions. | Ammar Riadh Kairaldeen, Gnen Ercan |
| 2015 | Language Set Identification in Noisy Synthetic Multilingual Documents. | Tommi Jauhiainen, Krister Lindn, Heidi Jauhiainen |
| 2015 | Employing Oracle Confusion for Parse Quality Estimation. | Sambhav Jain, Naman Jain, Bhasha Agrawal, Rajeev Sangal |
| 2015 | When was Macbeth Written? Mapping Book to Time. | Aminul Islam, Jie Mei, Evangelos E. Milios, Vlado Keselj |
| 2015 | Detecting and Disambiguating Locations Mentioned in Twitter Messages. | Diana Inkpen, Ji Liu, Atefeh Farzindar, Farzaneh Kazemi, Diman Ghazi |
| 2015 | Statistical Arabic Grammar Analyzer. | Michael Nawar Ibrahim |
| 2015 | Cross-Dialectal Arabic Processing. | Salima Harrat, Karima Meftouh, Mourad Abbas, Salma Jamoussi, Motaz Saad, Kamel Smali |
| 2015 | Anti-Summaries: Enhancing Graph-Based Techniques for Summary Extraction with Sentiment Polarity. | Fahmida Hamid, Paul Tarau |
| 2015 | Deletions and Node Reconstructions in a Dependency-Based Multilevel Annotation Scheme. | Jan Hajic, Eva Hajicov, Marie Mikulov, Jir Mrovsk, Jarmila Panevov, Daniel Zeman |
| 2015 | Summarizing Customer Reviews through Aspects and Contexts. | Prakhar Gupta, Sandeep Kumar, Kokil Jaidka |
| 2015 | An Investigation of Neural Embeddings for Coreference Resolution. | Varun Godbole, Wei Liu, Roberto Togneri |
| 2015 | Detecting Emotion Stimuli in Emotion-Bearing Sentences. | Diman Ghazi, Diana Inkpen, Stan Szpakowicz |
| 2015 | Text Integrity Assessment: Sentiment Profile vs Rhetoric Structure. | Boris A. Galitsky, Dmitry Ilvovsky, Sergey O. Kuznetsov |
| 2015 | Detection of Opinion Spam with Character n-grams. | Donato Hernndez-Fusilier, Manuel Montes-y-Gmez, Paolo Rosso, Rafael Guzmn-Cabrera |
| 2015 | Neutralizing the Effect of Translation Shifts on Automatic Machine Translation Evaluation. | Marina Fomicheva, Nria Bel, Iria da Cunha |
| 2015 | Building Large Arabic Multi-domain Resources for Sentiment Analysis. | Hady ElSahar, Samhaa R. El-Beltagy |
| 2015 | TRUPI: Twitter Recommendation Based on Users' Personal Interests. | Hicham G. Elmongui, Riham Mansour, Hader Morsy, Shaymaa Khater, Ahmed El-Sharkasy, Rania Ibrahim |
| 2015 | English-Arabic Statistical Machine Translation: State of the Art. | Sara Ebrahim, Doaa Hegazy, Mostafa G. M. Mostafa, Samhaa R. El-Beltagy |
| 2015 | Tharawat: A Vision for a Comprehensive Resource for Arabic Computational Processing. | Mona T. Diab |