| 2020 | LREC | Chunk Different Kind of Spoken Discourse: Challenges for Machine Learning. | Iris Eshkol-Taravella, Mariame Maarouf, Flora Badin, Marie Skrovec, Isabelle Tellier |
| 2018 | LREC | ANCOR-AS: Enriching the ANCOR Corpus with Syntactic Annotations. | Loc Grobol, Isabelle Tellier, ric Villemonte de la Clergerie, Marco Dinarelli, Frdric Landragin |
| 2017 | CICLING | Label-Dependencies Aware Recurrent Neural Networks. | Yoann Dupont, Marco Dinarelli, Isabelle Tellier |
| 2017 | CICLING | Structured Named Entity Recognition by Cascading CRFs. | Yoann Dupont, Marco Dinarelli, Isabelle Tellier, Christian Lautier |
| 2017 | EMNLP | Exploring Vector Spaces for Semantic Relations. | Kata Gbor, Hafa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois |
| 2016 | CICLING | Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR. | Adle Dsoyer, Frdric Landragin, Isabelle Tellier, Anas Lefeuvre, Jean-Yves Antoine, Marco Dinarelli |
| 2016 | CICLING | New Recurrent Neural Network Variants for Sequence Labeling. | Marco Dinarelli, Isabelle Tellier |
| 2016 | IDA | Unsupervised Relation Extraction in Specialized Corpora Using Sequence Mining. | Kata Gbor, Hafa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois |
| 2016 | LREC | Semantic Annotation of the ACL Anthology Corpus for the Automatic Analysis of Scientific Literature. | Kata Gbor, Hafa Zargayouna, Davide Buscaldi, Isabelle Tellier, Thierry Charnois |
| 2016 | LREC | Domain Adaptation for Named Entity Recognition Using CRFs. | Tian Tian, Marco Dinarelli, Isabelle Tellier, Pedro Miguel Dias Cardoso |
| 2016 | PACLIC | From built examples to attested examples: a syntax-based query for non-specialists. | Ilaine Wang, Sylvain Kahane, Isabelle Tellier |
| 2014 | LREC | Macrosyntactic Segmenters of a French Spoken Corpus. | Ilaine Wang, Sylvain Kahane, Isabelle Tellier |
| 2013 | IDEAL | Adapt a Text-Oriented Chunker for Oral Data: How Much Manual Effort Is Necessary? | Isabelle Tellier, Yoann Dupont, Iris Eshkol, Ilaine Wang |
| 2013 | RANLP | How Symbolic Learning Can Help Statistical Learning (and vice versa). | Isabelle Tellier, Yoann Dupont |
| 2012 | LREC | Evaluating the Impact of External Lexical Resources into a CRF-based Multiword Segmenter and Part-of-Speech Tagger. | Matthieu Constant, Isabelle Tellier |
| 2009 | CoNLL | The Crotal SRL System : a Generic Tool Based on Tree-structured CRF. | Erwan Moreau, Isabelle Tellier |
| 1998 | CoNLL | Syntactico-Semantic Learning of Categorial Grammars. | Isabelle Tellier |