| 2014 | A Semantics Oriented Grammar for Chinese Treebanking. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2014 | A Knowledge-Poor Approach to Turkish Text Categorization. | Savas Yildirim |
| 2014 | Reader Emotion Prediction Using Concept and Concept Sequence Features in News Headlines. | Yuanlin Yao, Ruifeng Xu, Qin Lu, Bin Liu, Jun Xu, Chengtian Zou, Li Yuan, Shuwei Wang, Lin Yao, Zhenyu He |
| 2014 | When Rules Meet Bigrams. | Eric Wehrli, Luka Nerima |
| 2014 | How Preprocessing Affects Unsupervised Keyphrase Extraction. | Rui Wang, Wei Liu, Chris McDonald |
| 2014 | A Review Corpus for Argumentation Analysis. | Henning Wachsmuth, Martin Trenkmann, Benno Stein, Gregor Engels, Tsvetomira Palakarska |
| 2014 | Extracting Social Events Based on Timeline and User Reliability Analysis on Twitter. | Bayar Tsolmon, Kyung-Soon Lee |
| 2014 | #impressme: The Language of Motivation in User Generated Content. | Marc T. Tomlinson, David B. Bracewell, Wayne Krug, David Hinote |
| 2014 | Improved Text Extraction from PDF Documents for Large-Scale Natural Language Processing. | Jrg Tiedemann |
| 2014 | Generating Relational Descriptions Involving Mutual Disambiguation. | Caio V. M. Teixeira, Ivandr Paraboni, Adriano S. R. da Silva, Alan K. Yamasaki |
| 2014 | Topic Models Incorporating Statistical Word Senses. | Guoyu Tang, Yunqing Xia, Jun Sun, Min Zhang, Thomas Fang Zheng |
| 2014 | Beam-Width Adaptation for Hierarchical Phrase-Based Translation. | Fei Su, Gang Chen, Xinyan Xiao, Kaile Su |
| 2014 | A Sentence Similarity Method Based on Chunking and Information Content. | Dan Stefanescu, Rajendra Banjade, Vasile Rus |
| 2014 | Learning to Summarize Time Series Data. | Pranay Kumar Venkata Sowdaboina, Sutanu Chakraborti, Somayajulu Sripada |
| 2014 | Acknowledging Discourse Function for Sentiment Analysis. | Phillip Smith, Mark G. Lee |
| 2014 | Modified Differential Evolution for Biochemical Name Recognizer. | Utpal Kumar Sikdar, Asif Ekbal, Sriparna Saha |
| 2014 | A Maximum Entropy Based Honorificity Identification for Bengali Pronominal Anaphora Resolution. | Apurbalal Senapati, Utpal Garain |
| 2014 | Verb Clustering for Brazilian Portuguese. | Carolina Scarton, Lin Sun, Karin Kipper Schuler, Magali Sanches Duran, Martha Palmer, Anna Korhonen |
| 2014 | Bayesian Inverse Reinforcement Learning for Modeling Conversational Agents in a Virtual Environment. | Lina Maria Rojas-Barahona, Christophe Cerisara |
| 2014 | Statistical Relational Learning to Recognise Textual Entailment. | Miguel Rios, Lucia Specia, Alexander F. Gelbukh, Ruslan Mitkov |
| 2014 | Using Word Association Norms to Measure Corpus Representativeness. | Reinhard Rapp |
| 2014 | Identification of Plagiarism Using Syntactic and Semantic Filters. | R. Vijay Sundar Ram, Efstathios Stamatatos, Sobha Lalitha Devi |
| 2014 | Spreading Relation Annotations in a Lexical Semantic Network Applied to Radiology. | Lionel Ramadier, Manel Zarrouk, Mathieu Lafourcade, Antoine Micheau |
| 2014 | Dependency-Based Semantic Parsing for Concept-Level Text Analysis. | Soujanya Poria, Basant Agarwal, Alexander F. Gelbukh, Amir Hussain, Newton Howard |
| 2014 | Optimality Theory as a Framework for Lexical Acquisition. | Thierry Poibeau |