Morphemes as Necessary Concept for Structures Discovery from Untagged Corpora. - Hervé Déjean (CoNLL, 1998)

Concepts et algorithmes pour la découverte des structures formelles des langues. (Concepts and Algorithms for Discovering Formal Structures of Languages). - Hervé Déjean (1998)

Theory Refinement and Natural Language Learning. - Hervé Déjean (COLING, 2000)

Applying System Combination to Base Noun Phrase Identification. - Erik F. Tjong Kim Sang; Walter Daelemans; Hervé Déjean; Rob Koeling; Yuval Krymolowski; Vasin Punyakanok; Dan Roth (COLING, 2000)

ALLiS: a Symbolic Learning System for Natural Language Learning. - Hervé Déjean (CoNLL/LLL, 2000)

Learning Syntactic Structures with XML. - Hervé Déjean (CoNLL/LLL, 2000)

How To Evaluate and Compare Tagsets? A Proposal. - Hervé Déjean (LREC, 2000)

Using ALLiS for clausing. - Hervé Déjean (CoNLL, 2001)

Learning Computational Grammars. - John Nerbonne; Anja Belz; Nicola Cancedda; Hervé Déjean; James Alistair Hammerton; Rob Koeling; Stasinos Konstantopoulos; Miles Osborne; Franck Thollard; Erik F. Tjong Kim Sang (CoNLL, 2001)

Introduction to the CoNLL-2001 shared task: clause identification. - Erik F. Tjong Kim Sang; Hervé Déjean (CoNLL, 2001)

Assessing Automatically Extracted Bilingual Lexicons for CLIR in Vertical Domains: XRCE Participation in the GIRT Track of CLEF 2002. - Jean-Michel Renders; Hervé Déjean; Éric Gaussier (CLEF, 2002)

XRCE Participation in CLEF 2002. - Jean-Michel Renders; Hervé Déjean; Éric Gaussier (CLEF (Working Notes), 2002)

An Approach Based on Multilingual Thesauri and Model Combination for Bilingual Lexicon Extraction. - Hervé Déjean; Éric Gaussier; Fatiha Sadat (COLING, 2002)

Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition. - Cyril Goutte; Hervé Déjean; Éric Gaussier; Nicola Cancedda; Jean-Michel Renders (CoNLL, 2002)

Learning Rules and Their Exceptions. - Hervé Déjean (J. Mach. Learn. Res., 2002)

Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora. - Nicola Cancedda; Hervé Déjean; Éric Gaussier; Jean-Michel Renders; Alexei Vinokourov (CLEF, 2003)

Reducing Parameter Space for Word Alignment. - Hervé Déjean; Éric Gaussier; Cyril Goutte; Kenji Yamada (ParallelTexts@NAACL-HLT, 2003)

A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora. - Éric Gaussier; Jean-Michel Renders; Irina Matveeva; Cyril Goutte; Hervé Déjean (ACL, 2004)

Structuring documents according to their table of contents. - Hervé Déjean; Jean-Luc Meunier (ACM Symposium on Document Engineering, 2005)

From Legacy Documents to XML: A Conversion Framework. - Jean-Pierre Chanod; Boris Chidlovskii; Hervé Déjean; Olivier Fambon; Jérôme Fuselier; Thierry Jacquin; Jean-Luc Meunier (ECDL, 2005)

Automatic processing of multilingual medical terminology: applications to thesaurus enrichment and cross-language information retrieval. - Hervé Déjean; Éric Gaussier; Jean-Michel Renders; Fatiha Sadat (Artif. Intell. Medicine, 2005)

A System for Converting PDF Documents into Structured XML Format. - Hervé Déjean; Jean-Luc Meunier (Document Analysis Systems, 2006)

Logical document conversion: combining functional and formal knowledge. - Hervé Déjean; Jean-Luc Meunier (ACM Symposium on Document Engineering, 2007)

Combining Multiple Methods for Book Indexing. - Hervé Déjean; Jean-Luc Meunier (Document Analysis Systems, 2008)

Versatile page numbering analysis. - Hervé Déjean; Jean-Luc Meunier (DRR, 2008)

XRCE Participation to the Book Structure Task. - Hervé Déjean; Jean-Luc Meunier (INEX, 2008)

XRCE Participation to the 2009 Book Structure Task. - Hervé Déjean; Jean-Luc Meunier (INEX, 2009)

On tables of contents and how to recognize them. - Hervé Déjean; Jean-Luc Meunier (Int. J. Document Anal. Recognit., 2009)

Document: a useful level for facing noisy data. - Hervé Déjean; Jean-Luc Meunier (AND, 2010)

Preserving the Intent behind. - Thierry Jacquin; Hervé Déjean; Jean-Pierre Chanod (Automation in Digital Preservation, 2010)

Reflections on the INEX structure extraction competition. - Hervé Déjean; Jean-Luc Meunier (Document Analysis Systems, 2010)

Numbered sequence detection in documents. - Hervé Déjean (DRR, 2010)

Xeproc(c): A Model-Based Approach towards Document Process Preservation. - Thierry Jacquin; Hervé Déjean; Jean-Pierre Chanod (ECDL, 2010)

Xerox Launches Document Process Modelling Technology 'Xeproc©'. - Thierry Jacquin; Hervé Déjean; Jean-Pierre Chanod (ERCIM News, 2010)

Unsupervised method to generate page templates. - Hervé Déjean (DRR, 2011)

Using Page Breaks for Book Structuring. - Hervé Déjean (INEX, 2011)

XML Processing in the Cloud: Large-Scale Digital Preservation in Small Institutions. - Peter Wittek; Thierry Jacquin; Hervé Déjean; Jean-Pierre Chanod; Sándor Darányi (IPDPS Workshops, 2011)

Using ancestral layout models for document digitization. - Hervé Déjean (DATeCH, 2014)

Extracting structured data from unstructured document with incomplete resources. - Hervé Déjean (ICDAR, 2015)

Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. - Stéphane Clinchant; Hervé Déjean; Jean-Luc Meunier; Eva Maria Lang; Florian Kleber (DAS, 2018)

Matching Table Structures of Historical Register Books using Association Graphs. - Florian Kleber; Markus Diem; Hervé Déjean; Jean-Luc Meunier; Eva Maria Lang (ICFHR, 2018)

Bench-Marking Information Extraction in Semi-Structured Historical Handwritten Records. - Animesh Prasad; Hervé Déjean; Jean-Luc Meunier; Max Weidemann; Johannes Michael; Gundram Leifert (CoRR, 2018)

Table Rows Segmentation. - Hervé Déjean; Jean-Luc Meunier (ICDAR, 2019)

ICDAR 2019 Competition on Table Detection and Recognition (cTDaR). - Liangcai Gao; Yilun Huang 001; Hervé Déjean; Jean-Luc Meunier; Qinqin Yan; Yu Fang; Florian Kleber; Eva Maria Lang (ICDAR, 2019)

Versatile Layout Understanding via Conjugate Graph. - Animesh Prasad; Hervé Déjean; Jean-Luc Meunier (ICDAR, 2019)

Transforming scholarship in the archives through handwritten text recognition. - Günter Mühlberger; Louise Seaward; Melissa Terras; Sofia Ares Oliveira; Vicente Bosch; Maximilian Bryan; Sebastian Colutto; Hervé Déjean; Markus Diem; Stefan Fiel; Basilis Gatos; Albert Greinoecker; et al. (J. Documentation, 2019)

LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents. - Hervé Déjean; Stéphane Clinchant; Jean-Luc Meunier (CoRR, 2022)

An Experimental Study on Pretraining Transformers from Scratch for IR. - Carlos Lassance; Hervé Déjean; Stéphane Clinchant (ECIR (1), 2023)

Parameter-Efficient Sparse Retrievers and Rerankers Using Adapters. - Vaishali Pal; Carlos Lassance; Hervé Déjean; Stéphane Clinchant (ECIR (2), 2023)

Benchmarking Middle-Trained Language Models for Neural Search. - Hervé Déjean; Stéphane Clinchant; Carlos Lassance; Simon Lupart; Thibault Formal (SIGIR, 2023)

A Static Pruning Study on Sparse Neural Retrievers. - Carlos Lassance; Simon Lupart; Hervé Déjean; Stéphane Clinchant; Nicola Tonellotto (SIGIR, 2023)

Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE. - Carlos Lassance; Hervé Déjean; Stéphane Clinchant; Nicola Tonellotto (ECIR (2), 2024)

BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. - David Rau; Hervé Déjean; Nadezhda Chirkova; Thibault Formal; Shuai Wang 004; Stéphane Clinchant; Vassilina Nikoulina (EMNLP (Findings), 2024)

SPLATE: Sparse Late Interaction Retrieval. - Thibault Formal; Stéphane Clinchant; Hervé Déjean; Carlos Lassance (SIGIR, 2024)

SPLADE-v3: New baselines for SPLADE. - Carlos Lassance; Hervé Déjean; Thibault Formal; Stéphane Clinchant (CoRR, 2024)

A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE. - Hervé Déjean; Stéphane Clinchant; Thibault Formal (CoRR, 2024)

Retrieval-augmented generation in multilingual settings. - Nadezhda Chirkova; David Rau; Hervé Déjean; Thibault Formal; Stéphane Clinchant; Vassilina Nikoulina (CoRR, 2024)

Context Embeddings for Efficient Answer Generation in RAG. - David Rau; Shuai Wang 004; Hervé Déjean; Stéphane Clinchant (CoRR, 2024)

Let your LLM generate a few tokens and you will reduce the need for retrieval. - Hervé Déjean (CoRR, 2024)

PISCO: Pretty Simple Compression for Retrieval-Augmented Generation. - Maxime Louis; Hervé Déjean; Stéphane Clinchant (ACL (Findings), 2025)

Context Embeddings for Efficient Answer Generation in Retrieval-Augmented Generation. - David Rau; Shuai Wang 004; Hervé Déjean; Stéphane Clinchant; Jaap Kamps (WSDM, 2025)

RANa: Retrieval-Augmented Navigation. - Gianluca Monaci; Rafael S. Rezende; Romain Deffayet; Gabriela Csurka; Guillaume Bono; Hervé Déjean; Stéphane Clinchant; Christian Wolf 001 (CoRR, 2025)

OSCAR: Online Soft Compression And Reranking. - Maxime Louis; Thibault Formal; Hervé Déjean; Stéphane Clinchant (CoRR, 2025)

Reranking with Compressed Document Representation. - Hervé Déjean; Stéphane Clinchant (CoRR, 2025)