| 2015 | Exposing Paid Opinion Manipulation Trolls. | Todor Mihaylov, Ivan Koychev, Georgi Georgiev, Preslav Nakov |
| 2015 | Arabic Named Entity Recognition Process using Transducer Cascade and Arabic Wikipedia. | Fatma Ben Mesmia, Kais Haddar, Denis Maurel, Nathalie Friburger |
| 2015 | Semi-Supervised Never-Ending Learning in Rhetorical Relation Identification. | Erick Galani Maziero, Graeme Hirst, Thiago Alexandre Salgueiro Pardo |
| 2015 | A Procedural Definition of Multi-word Lexical Units. | Marek Maziarz, Stan Szpakowicz, Maciej Piasecki |
| 2015 | Automatic construction of complex features in Conditional Random Fields for Named Entities Recognition. | Michal Marcinczuk |
| 2015 | Norwegian Native Language Identification. | Shervin Malmasi, Mark Dras, Irina P. Temnikova |
| 2015 | Learning the Impact of Machine Translation Evaluation Metrics for Semantic Textual Similarity. | Simone Magnolini, Ngoc Phuoc An Vo, Octavian Popescu |
| 2015 | Predicting Correlations Between Lexical Alignments and Semantic Inferences. | Simone Magnolini, Bernardo Magnini |
| 2015 | Barbecued Opakapaka: Using Semantic Preferences for Ontology Population. | Ismal El Maarouf, Georgiana Marsic, Constantin Orasan |
| 2015 | Predicting the Level of Text Standardness in User-generated Content. | Nikola Ljubesic, Darja Fiser, Tomaz Erjavec, Jaka Cibej, Dafne Marko, Senja Pollak, Iza Skrjanec |
| 2015 | Predicting Inflectional Paradigms and Lemmata of Unknown Words for Semi-automatic Expansion of Morphological Lexicons. | Nikola Ljubesic, Miquel Espl-Gomis, Filip Klubicka, Nives Mikelic Preradovic |
| 2015 | A Supervised Semantic Parsing with Lexicon Extension and Syntactic Constraint. | Zhihua Liao, Qixian Zeng, Qiyun Wang |
| 2015 | Semantic Parsing via $l_{0}$-norm-based Alignment. | Zhihua Liao, Qixian Zeng, Qiyun Wang |
| 2015 | Taxonomy Beats Corpus in Similarity Identification, but Does It Matter? | Minh Le, Antske Fokkens |
| 2015 | Medical imaging report indexing: enrichment of index through an algorithm of spreading over a lexico-semantic network. | Mathieu Lafourcade, Lionel Ramadier |
| 2015 | Collecting and Evaluating Lexical Polarity with A Game With a Purpose. | Mathieu Lafourcade, Alain Joubert, Nathalie Le Brun |
| 2015 | Automatically Identifying Periodic Social Events from Twitter. | Florian Kunneman, Antal van den Bosch |
| 2015 | Statistical Sandhi Splitter and its Effect on NLP Applications. | Prathyusha Kuncham, Kovida Nelakuditi, Radhika Mamidi |
| 2015 | Learning Agglutinative Morphology of Indian Languages with Linguistically Motivated Adaptor Grammars. | Arun Kumar, Llus Padr, Antoni Oliver |
| 2015 | Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm. | Arun Kumar |
| 2015 | Feature Extraction for Native Language Identification Using Language Modeling. | Vincent Krz, Martin Holub, Pavel Pecina |
| 2015 | Domain Adaptation with Filtering for Named Entity Extraction of Japanese Anime-Related Words. | Kanako Komiya, Daichi Edamura, Ryuta Tamura, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani |
| 2015 | Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis. | Sarah Kohail |
| 2015 | Recognition of Polish Temporal Expressions. | Jan Kocon, Michal Marcinczuk |
| 2015 | Arabic-English Semantic Word Class Alignment to Improve Statistical Machine Translation. | Ines Turki Khemakhem, Salma Jamoussi, Abdelmajid Ben Hamadou |