| 5 | -- | 8 | Ajith Abraham. Editorial |
| 11 | -- | 27 | Raquel Amaro, Sara Mendes, Palmira Marrafa. Increasing Density through New Relations and PoS Encoding in WordNet.PT |
| 29 | -- | 52 | Abed Alhakim Freihat, Fausto Giunchiglia, Biswanath Dutta. Solving Specialization Polysemy in WordNet |
| 55 | -- | 77 | Tohru Seraku. Structural Underspecification and Resolution within a Processing-oriented Grammar Formalism |
| 79 | -- | 94 | Yannis Haralambous, Vitaly Klyuev. Thematically Reinforced Explicit Semantic Analysis |
| 95 | -- | 110 | Noémi Vadász, Judit Kleiber, Gábor Alberti. The matrix of beliefs, desires and intentions - sentence by sentence |
| 111 | -- | 126 | Zhongyu Wei, Yulan He, Simon Buckingham Shum, Rebecca Ferguson, Wei Gao 0001, Kam-Fai Wong. A Self-Training Framework for Automatic Identification of Exploratory Dialogue |
| 129 | -- | 144 | Raheel Nawaz, Paul Thompson 0002, Sophia Ananiadou. Something Old, Something New: Identifying Knowledge Source in Bio-events |
| 147 | -- | 158 | Larissa A. de Freitas, Renata Vieira. Comparing Portuguese Opinion Lexicons in Feature-Based Sentiment Analysis |
| 159 | -- | 173 | Bao-Khanh Ho Vo, Nigel Collier. Twitter Emotion Analysis in Earthquake Situations |
| 175 | -- | 194 | Lifeng Jia, Clement T. Yu, Weiyi Meng, Lei Zhang. Facet-Driven Blog Feed Retrieval |