- Frédérik Cailliau, Ariane Cavet. Shaping the Course of a Conversation through Sentiment Analysis on Speech Transcripts. TAL, 51(3):131-154, 2010.
- Marion Laignelet, François Rioult. Automatic Tracking of Obsolescent Segments with Linguistic Cues. TAL, 51(1):41-63, 2010.
- Agata Jackiewicz, Susan Hunston, Marc El-Bèze. Introduction. TAL, 51(3):7-17, 2010.
- Josep Maria Crego, Gregor Leusch, Aurélien Max, Hermann Ney, François Yvon. Lexical Micro-adaptation in Statistical Machine Translation. TAL, 51(2):65-93, 2010.
- Delphine Bernhard. Unsupervised learning of morphological families: comparison of methods and multilingual aspects. TAL, 51(2):11-39, 2010.
- Damien Poirier, Françoise Fessant, Isabelle Tellier. From opinion classification to recommendations: How texts from a social network can help. TAL, 51(3):19-46, 2010.
- Cédric Messiant, Kata Gábor, Thierry Poibeau. Lexical acquisition from corpora: the case of subcategorization frames in French. TAL, 51(1):65-96, 2010.
- Alexandre Patry, Philippe Langlais. PARADOCS: A Language Independant Go-Between for Mating Parallel Documents. TAL, 51(2):41-63, 2010.
- Richard Beaufort. Filtered Composition and Markers for a Flexible Edit-Distance. Application to the Correction of Out-Of-Vocabulary Words. TAL, 51(1):11-40, 2010.
- Anil Kumar Singh, Sethuramalingam Subramaniam, Taraka Rama. Transliteration as Alignment vs. Transliteration as Generation for Crosslingual Information Retrieval. TAL, 51(2):95-117, 2010.