| 2018 | CICLING | Advanced Text Mining Methods for Bilingual Lexicon Extraction from Speciliazed Comparable Corpora. | Belhaj Rhouma Sourour, Chiraz Latiri, Catherine Berrut |
| 2018 | DEXA | Combining Bilingual Lexicons Extracted from Comparable Corpora: The Complementary Approach Between Word Embedding and Text Mining. | Belhaj Rhouma Sourour, Chiraz Latiri, Catherine Berrut |
| 2016 | ECIR | A Comparison of Deep Learning Based Query Expansion with Pseudo-Relevance Feedback and Mutual Information. | Mohannad Almasri, Catherine Berrut, Jean-Pierre Chevallet |
| 2015 | KES | Statistical and Semantic Approaches for Tweet Contextualization. | Meriem Amina Zingla, Chiraz Latiri, Yahya Slimani, Catherine Berrut |
| 2013 | CIKM | Wikipedia-based semantic query enrichment. | Mohannad Almasri, Catherine Berrut, Jean-Pierre Chevallet |
| 2013 | DEXA | Revisiting the Term Frequency in Concept-Based IR Models. | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2013 | ICTIR | Revisiting Exhaustivity and Specificity Using Propositional Logic and Lattice Theory. | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2013 | SIGIR | Is uncertain logical-matching equivalent to conditional probability? | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2012 | DEXA | The Effective Relevance Link between a Document and a Query. | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2007 | NLDB | Incomplete and Fuzzy Conceptual Graphs to Automatically Index Medical Reports. | Loc Maisonnasse, Jean-Pierre Chevallet, Catherine Berrut |
| 2007 | RecSys | Improving new user recommendations with rule-based induction on cold user data. | An-Te Nguyen, Nathalie Denos, Catherine Berrut |
| 2000 | NLDB | Patterns Retrieval System: A First Attempt. | Catherine Berrut, Agns Front-Conte |
| 1997 | DEXA | An Image Retrieval System Based on the Visualization of System Relevance via Documents. | Nathalie Denos, Catherine Berrut, Mourad Mechkour |
| 1989 | SIGIR | Indexing Medical Reports in a Multimedia Environment: The RIME Experimental Approach. | Catherine Berrut, Yves Chiaramella |
| 1986 | SIGIR | Solving Grammatical Ambiguities within a Surface Syntactical Parser for Automatic Indexing. | Catherine Berrut, Patrick Palmer |