Below is a list of my publications organized by date. You can also find my Google Scholar profile.

2024

• CASIMIR: A Corpus of Scientific Articles enhanced with Multiple Author-Integrated Revisions.
  Léane Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour.
  Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING).
  [arxiv]

• A Survey of Pre-trained Language Models for Processing Scientific Text.
  Xanh Ho, Anh Khoa Duong Nguyen, An Tuan Dao, Junfeng Jiang, Yuki Chida, Kaito Sugimoto, Huy Quoc To, Florian Boudin, Akiko Aizawa.
  [github, arXiv]

2023

• Text revision in Scientific Writing Assistance: A Review.
  Léane Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour.
  International Workshop on Bibliometric-enhanced Information Retrieval (BIR).
  [paper, arXiv]

• CASIMIR : un Corpus d’Articles Scientifiques Intégrant les ModIfications et Révisions des auteurs.
  Léane Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour.
  Atelier sur l’Analyse et Recherche de Textes Scientifiques (ARTS).
  [paper, bib]

• Classification de relation pour la génération de mots-clés absents.
  Maël Houbre, Florian Boudin, Béatrice Daille.
  Atelier sur l’Analyse et Recherche de Textes Scientifiques (ARTS).
  [paper, bib]

• Projet NaviTerm : navigation terminologique pour une montée en compétence rapide et personnalisée sur un domaine de recherche.
  Florian Boudin, Richard Dufour, Béatrice Daille.
  Atelier sur l’Analyse et Recherche de Textes Scientifiques (ARTS).
  [paper, bib]

• Analyse et indexation de textes scientifiques.
  Florian Boudin.
  Habilitation à Diriger les Recherches (HDR).

2022

• A large-scale dataset for biomedical keyphrase generation.
  Maël Houbre, Florian Boudin, Béatrice Daille.
  International Workshop on Health Text Mining and Information Analysis (LOUHI).
  [paper, bib, code, dataset]

• Cross-lingual and Cross-domain Transfer Learning for Automatic Term Extraction from Low Resource Data.
  Amir Hazem, Mérieme Bouhandi, Florian Boudin, Beatrice Daille.
  Language Resources and Evaluation Conference (LREC).
  [paper, bib]

• From Fundamentals to Recent Advances: A Tutorial on Keyphrasification.
  Rui Meng, Debanjan Mahata, Florian Boudin.
  Half-day tutorial at the European Conference on Information Retrieval (ECIR).
  [website]

• Extraction and evaluation of formulaic expressions used in scholarly papers.
  Kenichi Iwatsuki, Florian Boudin, Akiko Aizawa.
  Expert Systems with Applications.
  [paper]

2021

• Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness.
  Florian Boudin, Ygor Gallina.
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL).
  [paper, bib, arXiv, code, dataset]

• ACM-CR: A Manually Annotated Test Collection for Citation Recommendation.
  Florian Boudin.
  Joint Conference on Digital Libraries (JCDL).
  [arXiv, dataset]

2020

• Keyphrase Generation for Scientific Document Retrieval.
  Florian Boudin, Ygor Gallina, Akiko Aizawa.
  Association for Computational Linguistics (ACL).
  [paper, bib, video, code]

• Large-Scale Evaluation of Keyphrase Extraction Models.
  Ygor Gallina, Florian Boudin, Béatrice Daille.
  Joint Conference on Digital Libraries (JCDL).
  [paper, arXiv, code, dataset]

• The DELICES Project: Indexing Scientific Literature Through Semantic Expansion.
  Florian Boudin, Béatrice Daille, Evelyne Jacquey, Jian-Yun Nie.
  Joint Conference of the Information Retrieval Communities in Europe (CIRCLE).
  [paper]

• An Evaluation Dataset for Identifying Communicative Functions of Sentences in English Scholarly Papers.
  Kenichi Iwatsuki, Florian Boudin, Akiko Aizawa.
  Language Resources and Evaluation Conference (LREC).
  [paper, bib, dataset]

• TermEval 2020: TALN-LS2N System for Automatic Term Extraction.
  Amir Hazem, Mérieme Bouhandi, Florian Boudin, Beatrice Daille.
  6th International Workshop on Computational Terminology (CompuTerm).
  [paper, bib]

2019

• KPTimes: A Large-Scale Dataset for Keyphrase Generation on News Documents.
  Ygor Gallina, Florian Boudin, Béatrice Daille.
  International Conference on Natural Language Generation (INLG).
  [paper, bib, arXiv, dataset]

• DeFT 2019: Auto-encodeurs, Gradient Boosting et combinaisons de modèles pour l’identification automatique de mots-clés.
  Mérième Bouhandi, Florian Boudin, Ygor Gallina.
  Défi Fouille de Textes (DEFT).
  [paper, bib]

2018

• Unsupervised Keyphrase Extraction with Multipartite Graphs.
  Florian Boudin.
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL).
  [paper, bib, arXiv, code]

2017

• Modélisation à base de graphe pour l’indexation en domaines de spécialité.
  Adrien Bougouin, Florian Boudin, Béatrice Daille.
  Recherche d’information, document et web sémantique.
  [paper, bib]

• Présentation et résultats du défi fouille de textes DEFT 2016.
  Béatrice Daille, Sabine Barreaux, Adrien Bougouin, Florian Boudin, Damien Cram, Amir Hazem.
  Recherche d’information, document et web sémantique.
  [paper, bib]

2016

• How Document Pre-processing affects Keyphrase Extraction Performance.
  Florian Boudin, Hugo Mougard and Damien Cram.
  Workshop on Noisy User-generated Text (WNUT).
  [paper, bib, arXiv, code, dataset]

• pke: an open source python-based keyphrase extraction toolkit.
  Florian Boudin.
  International Conference on Computational Linguistics (COLING), demonstration papers.
  [paper, bib, code]

• Keyphrase Annotation with Graph Co-Ranking.
  Adrien Bougouin, Florian Boudin, Béatrice Daille.
  International Conference on Computational Linguistics (COLING).
  [paper, bib]

• TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation.
  Adrien Bougouin, Sabine Barreaux, Laurent Romary, Florian Boudin, Béatrice Daille.
  Language Resources and Evaluation Conference (LREC).
  [paper, bib, dataset]

• Modélisation unifiée du document et de son domaine pour une indexation par termes-clés libre et contrôlée.
  Adrien Bougouin, Florian Boudin, Béatrice Daille.
  Traitement Automatique des Langues Naturelles (TALN).
  [paper, bib]

• Indexation d’articles scientifiques : Présentation et résultats du défi fouille de textes DEFT 2016.
  Béatrice Daille, Sabine Barreaux, Florian Boudin, Adrien Bougouin, Damien Cram, Amir Hazem.
  Défi Fouille de Textes (DEFT).
  [paper]

• TopicRank en domaines de spécialité : participation du LINA à DEFT 2016.
  Adrien Bougouin, Florian Boudin, Béatrice Daille.
  Défi Fouille de Textes (DEFT).
  [paper]

2015

• Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions.
  Florian Boudin, Hugo Mougard, Benoit Favre.
  Conference on Empirical Methods in Natural Language Processing (EMNLP).
  [paper, bib]

• Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming.
  Florian Boudin.
  Workshop on Novel Computational Approaches to Keyphrase Extraction.
  [paper, bib]

• LINA: Identifying Comparable Documents from Wikipedia.
  Emmanuel Morin, Amir Hazem, Florian Boudin, Elizaveta Loginova-Clouet.
  Eighth Workshop on Building and Using Comparable Corpora (BUCC).
  [paper, bib]

2014

• TopicRank : ordonnancement de sujets pour l’extraction automatique de termes-clés.
  Adrien Bougouin, Florian Boudin.
  Traitement Automatique des Langues.
  [paper]

• De quoi parle ce Tweet? Résumer Wikipédia pour contextualiser des microblogs.
  Romain Deveaud, Florian Boudin.
  The Information - Intelligence - Interaction (I3) Journal.
  [paper]

• Label Pre-annotation for Building Non-projective Dependency Treebanks for French.
  Ophélie Lacroix, Denis Béchet, Florian Boudin.
  Conference on Intelligent Text Processing and Computational Linguistics (CICLing).
  [paper]

• Influence des domaines de spécialité dans l’extraction de termes-clés.
  Adrien Bougouin, Florian Boudin, Béatrice Daille.
  Traitement Automatique des Langues Naturelles (TALN).
  [paper, bib]

2013

• TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction.
  Adrien Bougouin, Florian Boudin, Béatrice Daille.
  International Joint Conference on Natural Language Processing (IJCNLP).
  [paper, bib]

• A Comparison of Centrality Measures for Graph-Based Keyphrase Extraction.
  Florian Boudin.
  International Joint Conference on Natural Language Processing (IJCNLP).
  [paper, bib]

• Keyphrase Extraction for N-best Reranking in Multi-Sentence Compression.
  Florian Boudin, Emmanuel Morin.
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL).
  [paper, bib, dataset, code]

• TALN Archives : une archive numérique francophone des articles de recherche en Traitement Automatique de la Langue.
  Florian Boudin.
  Traitement Automatique des Langues Naturelles (TALN).
  [paper, bib, dataset]

• Construction d’un large corpus écrit libre annoté morpho-syntaxiquement en français.
  Nicolas Hernandez, Florian Boudin.
  Traitement Automatique des Langues Naturelles (TALN).
  [paper, bib]

• Contextualisation automatique de Tweets à partir de Wikipédia.
  Romain Deveaud, Florian Boudin.
  Conférence en Recherche d’Information et Applications (CORIA).
  [paper]

• Effective Tweet Contextualization with Hashtags Performance Prediction and Multi-Document Summarization.
  Romain Deveaud, Florian Boudin.
  INitiative for the Evaluation of XML Retrieval (INEX).
  [paper]

2012

• Using a Medical Thesaurus to Predict Query Difficulty.
  Florian Boudin, Jian-Yun Nie, Martin Dawes.
  European Conference on Information Retrieval (ECIR).
  [paper, bib]

• Détection et correction automatique d’erreurs d’annotation morpho-syntaxique du French TreeBank.
  Florian Boudin, Nicolas Hernandez.
  Traitement Automatique des Langues Naturelles (TALN).
  [paper, bib]

• LIA/LINA at the INEX 2012 Tweet Contextualization track.
  Romain Deveaud, Florian Boudin.
  INitiative for the Evaluation of XML Retrieval (INEX).
  [paper]

• Participation du LINA à DEFT 2012.
  Florian Boudin, Amir Hazem, Nicolas Hernandez, Prajol Shrestha.
  Défi Fouille de Textes (DEFT).
  [paper, bib]

2011

• A Graph-based Approach to Cross-language Multi-document Summarization.
  Florian Boudin, Stéphane Huet, Juan-Manuel Torres-Moreno.
  Conference on Intelligent Text Processing and Computational Linguistics (CICLing).
  [paper]

• Utilisation d’un score de qualité de traduction pour le résumé multi-document cross-lingue.
  Stéphane Huet, Florian Boudin, Juan-Manuel Torres-Moreno.
  Traitement Automatique des Langues Naturelles (TALN).
  [paper, bib]

• Correction de césures et enrichissement de requêtes pour la recherche de livres.
  Romain Deveaud, Florian Boudin, Eric SanJuan, Patrice Bellot.
  Conférence en Recherche d’Information et Applications (CORIA).
  [paper]

• LIA at INEX 2010 Book Track.
  Romain Deveaud, Florian Boudin, Patrice Bellot.
  INitiative for the Evaluation of XML Retrieval (INEX).
  [paper, bib]

2010

• Combining classifiers for robust PICO element detection.
  Florian Boudin, Jian-Yun Nie, Joan Bartlett, Roland Grad, Pierre Pluye, Martin Dawes.
  BMC Medical Informatics and Decision Making.
  [paper, ris]

• Positional Language Models for Clinical Information Retrieval.
  Florian Boudin, Jian-Yun Nie, Martin Dawes.
  Conference on Empirical Methods in Natural Language Processing (EMNLP).
  [paper, bib, dataset]

• Clinical Information Retrieval using Document and PICO Structure.
  Florian Boudin, Jian-Yun Nie, Martin Dawes.
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL).
  [paper, bib, dataset]

• Improving Medical Information Retrieval with PICO Element Detection.
  Florian Boudin, Lixin Shi, Jian-Yun Nie.
  European Conference on Information Retrieval (ECIR).
  [paper, bib]

• Deriving a test collection for clinical information retrieval from systematic reviews.
  Florian Boudin, Jian-Yun Nie, Martin Dawes.
  Data and Text Mining in Biomedical Informatics (DTMBIO).
  [paper, dataset]

2009

• Résumé automatique multi-document et indépendance de la langue : une première évaluation en français.
  Florian Boudin, Juan-Manuel Torres-Moreno.
  Traitement Automatique des Langues Naturelles (TALN).
  [paper, bib]

• A Maximization-Minimization Approach for Update Text Summarization.
  Florian Boudin, Juan-Manuel Torres-Moreno.
  Current Issues in Linguistic Theory: Recent Advances in Natural Language Processing.
  [paper]

2008

• A Scalable MMR Approach to Sentence Scoring for Multi-Document Update Summarization.
  Florian Boudin, Marc El-Bèze, Juan-Manuel Torres-Moreno.
  International Conference on Computational Linguistics (COLING).
  [paper, bib]

• Mixing Statistical and Symbolic Approaches for Chemical Names Recognition.
  Florian Boudin, Juan Torres-Moreno, Marc El-Bèze.
  Conference on Intelligent Text Processing and Computational Linguistics (CICLing).
  [paper]

• An Efficient Statistical Approach for Automatic Organic Chemistry Summarization.
  Florian Boudin, Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales..
  International Conference on Natural Language Processing (GoTAL)
  [paper]

• The LIA Update Summarization system at TAC-2008.
  Florian Boudin, Marc El-Bèze, Juan-Manuel Torres-Moreno.
  Text Analysis Conference (TAC).
  [paper]

• Exploration d’approches statistiques pour le résumé automatique de texte.
  Florian Boudin.
  Laboratoire Informatique d’Avignon – Université d’Avignon.
  [PhD thesis]

2007

• A Cosine Maximization Minimization approach for User Oriented Multi-Document Update Summarization.
  Florian Boudin, Juan-Manuel Torres-Moreno.
  Recent Advances in Natural Language Processing (RANLP).
  [paper]

• NEO-CORTEX: A Performant User-Oriented Multi-Document Summarization System.
  Florian Boudin, Juan Torres Moreno.
  Conference on Intelligent Text Processing and Computational Linguistics (CICLing).
  [paper]

• The LIA-Thales summarization system at DUC-2007.
  Florian Boudin, Benoit Favre, Frederic Béchet, Marc El-Bèze, Laurent Gillard, Juan-Manuel Torres-Moreno.
  Document Understanding Conference (DUC).
  [paper]

2006

• The LIA-Thales summarization system at DUC-2006.
  Benoit Favre, Frederic Béchet, Patrice Bellot, Florian Boudin, Marc El-Beze, Laurent Gillard, Guy Lapalme, Juan-Manuel Torres-Moreno.
  Document Understanding Conference (DUC).
  [paper]