| 153 | -- | 154 | Nancy Ide, Nicoletta Calzolari. Editors' Note |
| 155 | -- | 176 | Ralf Steinberger. A survey of methods to ease the development of highly multilingual text mining applications |
| 177 | -- | 217 | Anselmo Peñas, Bernardo Magnini, Pamela Forner, Richard F. E. Sutcliffe, Álvaro Rodrigo, Danilo Giampiccolo. Question answering at the cross-language evaluation forum 2003-2010 |
| 219 | -- | 252 | Rebecca J. Passonneau, Vikas Bhardwaj, Ansaf Salleb-Aouissi, Nancy Ide. Multiplicity and word sense: evaluating and learning from multiply labeled word sense annotations |
| 253 | -- | 264 | Yoshihiko Hayashi, Savas Ali Bora, Monica Monachini, Claudia Soria, Nicoletta Calzolari. LMF-aware Web services for accessing semantic lexicons |
| 265 | -- | 267 | Nancy Ide, Alex Chengyu Fang, Jonathan Webster. Global Interoperability for Language Resources: Introduction to the Special Section |
| 269 | -- | 286 | Collin F. Baker. FrameNet, current collaborations and future goals |
| 287 | -- | 311 | Gerard de Melo, Gerhard Weikum. Constructing and utilizing wordnets using statistical methods |
| 313 | -- | 326 | Christiane Fellbaum, Piek Vossen. Challenges for a multilingual wordnet |
| 327 | -- | 340 | Alex Chengyu Fang. Creating an interoperable language resource for interoperable linguistic studies |