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ORCIDHervé Déjean
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2020 – today
- 2025
[c47]David Rau
, Shuai Wang, Hervé Déjean, Stéphane Clinchant, Jaap Kamps:
Context Embeddings for Efficient Answer Generation in Retrieval-Augmented Generation. WSDM 2025: 493-502- [i23]Maxime Louis, Hervé Déjean, Stéphane Clinchant:
PISCO: Pretty Simple Compression for Retrieval-Augmented Generation. CoRR abs/2501.16075 (2025) - [i22]Gianluca Monaci, Rafael S. Rezende, Romain Deffayet, Gabriela Csurka, Guillaume Bono, Hervé Déjean, Stéphane Clinchant, Christian Wolf:
RANa: Retrieval-Augmented Navigation. CoRR abs/2504.03524 (2025) - [i21]Maxime Louis, Thibault Formal, Hervé Déjean, Stéphane Clinchant:
OSCAR: Online Soft Compression And Reranking. CoRR abs/2504.07109 (2025) - 2024
- [c46]Carlos Lassance, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto:
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE. ECIR (2) 2024: 349-363 - [c45]David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Stéphane Clinchant, Vassilina Nikoulina:
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. EMNLP (Findings) 2024: 7640-7663 - [c44]Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance:
SPLATE: Sparse Late Interaction Retrieval. SIGIR 2024: 2635-2640 - [i20]Carlos Lassance, Hervé Déjean, Thibault Formal, Stéphane Clinchant:
SPLADE-v3: New baselines for SPLADE. CoRR abs/2403.06789 (2024) - [i19]Hervé Déjean, Stéphane Clinchant, Thibault Formal:
A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE. CoRR abs/2403.10407 (2024) - [i18]Carlos Lassance, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto:
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE. CoRR abs/2404.13357 (2024) - [i17]Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance:
SPLATE: Sparse Late Interaction Retrieval. CoRR abs/2404.13950 (2024) - [i16]David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant:
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. CoRR abs/2407.01102 (2024) - [i15]Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant, Vassilina Nikoulina:
Retrieval-augmented generation in multilingual settings. CoRR abs/2407.01463 (2024) - [i14]David Rau, Shuai Wang, Hervé Déjean, Stéphane Clinchant:
Context Embeddings for Efficient Answer Generation in RAG. CoRR abs/2407.09252 (2024) - [i13]Hervé Déjean:
Let your LLM generate a few tokens and you will reduce the need for retrieval. CoRR abs/2412.11536 (2024) - 2023
- [c43]Vaishali Pal, Carlos Lassance, Hervé Déjean, Stéphane Clinchant:
Parameter-Efficient Sparse Retrievers and Rerankers Using Adapters. ECIR (2) 2023: 16-31 - [c42]Carlos Lassance, Hervé Déjean, Stéphane Clinchant:
An Experimental Study on Pretraining Transformers from Scratch for IR. ECIR (1) 2023: 504-520 - [c41]Carlos Lassance, Simon Lupart, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto:
A Static Pruning Study on Sparse Neural Retrievers. SIGIR 2023: 1771-1775 - [c40]Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal:
Benchmarking Middle-Trained Language Models for Neural Search. SIGIR 2023: 1848-1852 - [i12]Carlos Lassance, Hervé Déjean, Stéphane Clinchant:
An Experimental Study on Pretraining Transformers from Scratch for IR. CoRR abs/2301.10444 (2023) - [i11]Vaishali Pal, Carlos Lassance, Hervé Déjean, Stéphane Clinchant:
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters. CoRR abs/2303.13220 (2023) - [i10]Carlos Lassance, Simon Lupart, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto:
A Static Pruning Study on Sparse Neural Retrievers. CoRR abs/2304.12702 (2023) - [i9]Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal:
Benchmarking Middle-Trained Language Models for Neural Search. CoRR abs/2306.02867 (2023) - 2022
- [i8]Hervé Déjean, Stéphane Clinchant, Jean-Luc Meunier:
LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents. CoRR abs/2206.10304 (2022) - no results
2010 – 2019
- 2019
- [j4]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, Tobias Grüning, Günter Hackl, Vili Haukkovaara, Gerhard Heyer, Lauri Hirvonen, Tobias Hodel, Matti Jokinen, Philip Kahle, Mario Kallio, Frédéric Kaplan, Florian Kleber, Roger Labahn, Eva Maria Lang, Sören Laube, Gundram Leifert, Georgios Louloudis, Rory McNicholl, Jean-Luc Meunier, Johannes Michael, Elena Mühlbauer, Nathanael Philipp, Ioannis Pratikakis, Joan Puigcerver Pérez, Hannelore Putz, George Retsinas, Verónica Romero, Robert Sablatnig, Joan-Andreu Sánchez, Philip Schofield, Giorgos Sfikas, Christian Sieber, Nikolaos Stamatopoulos, Tobias Strauß, Tamara Terbul, Alejandro H. Toselli, Berthold Ulreich, Mauricio Villegas, Enrique Vidal, Johanna Walcher, Max Weidemann, Herbert Wurster, Konstantinos Zagoris:
Transforming scholarship in the archives through handwritten text recognition. J. Documentation 75(5): 954-976 (2019) - [c39]Animesh Prasad, Hervé Déjean, Jean-Luc Meunier:
Versatile Layout Understanding via Conjugate Graph. ICDAR 2019: 287-294 - [c38]Hervé Déjean, Jean-Luc Meunier:
Table Rows Segmentation. ICDAR 2019: 461-466 - [c37]Liangcai Gao, Yilun Huang, Hervé Déjean, Jean-Luc Meunier, Qinqin Yan, Yu Fang, Florian Kleber, Eva Maria Lang:
ICDAR 2019 Competition on Table Detection and Recognition (cTDaR). ICDAR 2019: 1510-1515 - [i7]Stéphane Clinchant, Hervé Déjean, Jean-Luc Meunier, Eva Maria Lang, Florian Kleber:
Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. CoRR abs/1906.11901 (2019) - 2018
- [c36]Stéphane Clinchant, Hervé Déjean, Jean-Luc Meunier, Eva Maria Lang, Florian Kleber:
Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. DAS 2018: 133-138 - [c35]Florian Kleber, Markus Diem, Hervé Déjean, Jean-Luc Meunier, Eva Maria Lang:
Matching Table Structures of Historical Register Books using Association Graphs. ICFHR 2018: 217-222 - [i6]Animesh Prasad, Hervé Déjean, Jean-Luc Meunier, Max Weidemann, Johannes Michael, Gundram Leifert:
Bench-Marking Information Extraction in Semi-Structured Historical Handwritten Records. CoRR abs/1807.06270 (2018) - 2015
- [c34]Hervé Déjean:
Extracting structured data from unstructured document with incomplete resources. ICDAR 2015: 271-275 - 2014
- [c33]Hervé Déjean:
Using ancestral layout models for document digitization. DATeCH 2014: 197-202 - 2011
- [c32]Hervé Déjean:
Unsupervised method to generate page templates. DRR 2011: 78740M - [c31]Hervé Déjean:
Using Page Breaks for Book Structuring. INEX 2011: 57-67 - [c30]Peter Wittek, Thierry Jacquin, Hervé Déjean, Jean-Pierre Chanod, Sándor Darányi:
XML Processing in the Cloud: Large-Scale Digital Preservation in Small Institutions. IPDPS Workshops 2011: 1072-1081 - 2010
- [c29]Hervé Déjean, Jean-Luc Meunier:
Document: a useful level for facing noisy data. AND 2010: 3-10 - [c28]Hervé Déjean, Jean-Luc Meunier:
Reflections on the INEX structure extraction competition. Document Analysis Systems 2010: 301-308 - [c27]Hervé Déjean:
Numbered sequence detection in documents. DRR 2010: 753405 - [c26]Thierry Jacquin, Hervé Déjean, Jean-Pierre Chanod:
Xeproc(c): A Model-Based Approach towards Document Process Preservation. ECDL 2010: 538-541 - [i5]Thierry Jacquin, Hervé Déjean, Jean-Pierre Chanod:
Preserving the Intent behind. Automation in Digital Preservation 2010 - [i4]Thierry Jacquin, Hervé Déjean, Jean-Pierre Chanod:
Xerox Launches Document Process Modelling Technology 'Xeproc©'. ERCIM News 2010(80) (2010) - no results
2000 – 2009
- 2009
- [j3]Hervé Déjean, Jean-Luc Meunier:
On tables of contents and how to recognize them. Int. J. Document Anal. Recognit. 12(1): 1-20 (2009) - [c25]Hervé Déjean, Jean-Luc Meunier:
XRCE Participation to the 2009 Book Structure Task. INEX 2009: 160-169 - 2008
- [c24]Hervé Déjean, Jean-Luc Meunier:
Combining Multiple Methods for Book Indexing. Document Analysis Systems 2008: 103-110 - [c23]Hervé Déjean, Jean-Luc Meunier:
Versatile page numbering analysis. DRR 2008: 68150K - [c22]Hervé Déjean, Jean-Luc Meunier:
XRCE Participation to the Book Structure Task. INEX 2008: 124-131 - 2007
- [c21]Hervé Déjean, Jean-Luc Meunier:
Logical document conversion: combining functional and formal knowledge. ACM Symposium on Document Engineering 2007: 135-143 - 2006
- [c20]Hervé Déjean, Jean-Luc Meunier:
A System for Converting PDF Documents into Structured XML Format. Document Analysis Systems 2006: 129-140 - 2005
- [j2]Hervé Déjean, Éric Gaussier, Jean-Michel Renders, Fatiha Sadat:
Automatic processing of multilingual medical terminology: applications to thesaurus enrichment and cross-language information retrieval. Artif. Intell. Medicine 33(2): 111-124 (2005) - [c19]Hervé Déjean, Jean-Luc Meunier:
Structuring documents according to their table of contents. ACM Symposium on Document Engineering 2005: 2-9 - [c18]Jean-Pierre Chanod, Boris Chidlovskii, Hervé Déjean, Olivier Fambon, Jérôme Fuselier, Thierry Jacquin, Jean-Luc Meunier:
From Legacy Documents to XML: A Conversion Framework. ECDL 2005: 92-103 - 2004
- [c17]Éric Gaussier, Jean-Michel Renders, Irina Matveeva, Cyril Goutte, Hervé Déjean:
A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora. ACL 2004: 526-533 - 2003
- [c16]Nicola Cancedda, Hervé Déjean, Éric Gaussier, Jean-Michel Renders, Alexei Vinokourov:
Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora. CLEF 2003: 98-107 - [c15]Nicola Cancedda, Hervé Déjean, Éric Gaussier, Jean-Michel Renders, Alexei Vinokourov:
Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora. CLEF (Working Notes) 2003 - [c14]Hervé Déjean, Éric Gaussier, Cyril Goutte, Kenji Yamada:
Reducing Parameter Space for Word Alignment. ParallelTexts@NAACL-HLT 2003 - 2002
- [j1]Hervé Déjean:
Learning Rules and Their Exceptions. J. Mach. Learn. Res. 2: 669-693 (2002) - [c13]Jean-Michel Renders, Hervé Déjean, Éric Gaussier:
Assessing Automatically Extracted Bilingual Lexicons for CLIR in Vertical Domains: XRCE Participation in the GIRT Track of CLEF 2002. CLEF 2002: 363-371 - [c12]Jean-Michel Renders, Hervé Déjean, Éric Gaussier:
XRCE Participation in CLEF 2002. CLEF (Working Notes) 2002 - [c11]Hervé Déjean, Éric Gaussier, Fatiha Sadat:
An Approach Based on Multilingual Thesauri and Model Combination for Bilingual Lexicon Extraction. COLING 2002 - [c10]Cyril Goutte, Hervé Déjean, Éric Gaussier, Nicola Cancedda, Jean-Michel Renders:
Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition. CoNLL 2002 - 2001
- [c9]Hervé Déjean:
Using ALLiS for clausing. CoNLL 2001 - [c8]John Nerbonne, Anja Belz, Nicola Cancedda, Hervé Déjean, James Alistair Hammerton, Rob Koeling, Stasinos Konstantopoulos, Miles Osborne, Franck Thollard, Erik F. Tjong Kim Sang:
Learning Computational Grammars. CoNLL 2001 - [c7]Erik F. Tjong Kim Sang, Hervé Déjean:
Introduction to the CoNLL-2001 shared task: clause identification. CoNLL 2001 - [i3]Erik F. Tjong Kim Sang, Hervé Déjean:
Introduction to the CoNLL-2001 Shared Task: Clause Identification. CoRR cs.CL/0107016 (2001) - [i2]John Nerbonne, Anja Belz, Nicola Cancedda, Hervé Déjean, James Alistair Hammerton, Rob Koeling, Stasinos Konstantopoulos, Miles Osborne, Franck Thollard, Erik F. Tjong Kim Sang:
Learning Computational Grammars. CoRR cs.CL/0107017 (2001) - 2000
- [c6]Hervé Déjean:
Theory Refinement and Natural Language Learning. COLING 2000: 229-235 - [c5]Erik F. Tjong Kim Sang, Walter Daelemans, Hervé Déjean, Rob Koeling, Yuval Krymolowski, Vasin Punyakanok, Dan Roth:
Applying System Combination to Base Noun Phrase Identification. COLING 2000: 857-863 - [c4]Hervé Déjean:
ALLiS: a Symbolic Learning System for Natural Language Learning. CoNLL/LLL 2000: 95-98 - [c3]Hervé Déjean:
Learning Syntactic Structures with XML. CoNLL/LLL 2000: 133-135 - [c2]Hervé Déjean:
How To Evaluate and Compare Tagsets? A Proposal. LREC 2000 - [i1]Erik F. Tjong Kim Sang, Walter Daelemans, Hervé Déjean, Rob Koeling, Yuval Krymolowski, Vasin Punyakanok, Dan Roth:
Applying System Combination to Base Noun Phrase Identification. CoRR cs.CL/0008012 (2000) - no results
1990 – 1999
- 1998
- [b1]Hervé Déjean:
Concepts et algorithmes pour la découverte des structures formelles des langues. (Concepts and Algorithms for Discovering Formal Structures of Languages). University of Caen Normandy, France, 1998 - [c1]Hervé Déjean:
Morphemes as Necessary Concept for Structures Discovery from Untagged Corpora. CoNLL 1998: 295-298 - no results
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