Éric Gaussier

2025

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Cadre d'évaluation pour les systèmes de génération augmentée (RAG) : combinaison des performances de recherche d'informations et de LLM.
Mohamed-Amine El-Yagouby|Philippe Mulhem|Jean-Pierre Chevallet|Éric Gaussier
Actes de la 20e Conférence en Recherche d'Information et Applications, CORIA 2025, Marseille, France, Juin 30 - Juillet 4, 2025

2024

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On the Fly Detection of Root Causes from Observed Data with Application to IT Systems.
Lei Zan|Charles K. Assaad|Emilie Devijver|Éric Gaussier|Ali Aït-Bachir
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

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The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval.
Minghan Li|Diana Nicoleta Popa|Johan Chagnon|Yagmur Gizem Cinar|Éric Gaussier
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 3

2022

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ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022
International Conference on the Theory of Information Retrieval (ICTIR) 2022
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BERT-based Dense Intra-ranking and Contextualized Late Interaction via Multi-task Learning for Long Document Retrieval.
Minghan Li|Éric Gaussier
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Modelling document-query interaction in a hierarchical neural model for IR.
Johan Chagnon|Diana Nicoleta Popa|Yagmur Gizem Cinar|Éric Gaussier
COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference, Grenoble, France, April 15, 2021.
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Valuation of Startups: A Machine Learning Perspective.
Mariia Garkavenko|Hamid Mirisaee|Éric Gaussier|Agnès Guerraz|Cédric Lagnier
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I
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KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval.
Minghan Li|Éric Gaussier
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Seed-Guided Deep Document Clustering.
Maziar Moradi Fard|Thibaut Thonet|Éric Gaussier
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part I

2019

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Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2019

2018

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The Dilution/Concentration conditions for cross-language information retrieval models.
Bo Li|Éric Gaussier|Dan Yang
Information Processing and Management 2018 Volume 54 Issue 2
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Semantic Annotation in the Biomedical Domain: Large-scale Classification and BioASQ.
Éric Gaussier
Companion Proceedings of the The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

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Exploring the space of information retrieval term scoring functions.
Parantapa Goswami|Éric Gaussier|Massih-Reza Amini
Information Processing and Management 2017 Volume 53 Issue 2

2016

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Expansion de requêtes par apprentissage.
Ahlem Bouziri|Chiraz Latiri|Éric Gaussier
CORIA 2016 - Conférence en Recherche d'Informations et Applications - 13th French Information Retrieval Conference. CIFED 2016 Colloque International Francophone sur l'Ecrit et le Document, Toulouse, France, March 9-11, 2016.

2015

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CORIA 2015 - Conférence en Recherche d'Infomations et Applications - 12th French Information Retrieval Conference, Paris, France, March 18-20, 2015.
Conférence en Recherche d'Infomations et Applications (CORIA) 2015
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Building Representative Composite Items.
Vincent Leroy|Sihem Amer-Yahia|Éric Gaussier|Seyed Hamid Mirisaee
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015
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À la recherche des paramètres des modèles de RI.
Parantapa Goswami|Massih-Reza Amini|Éric Gaussier
CORIA 2015 - Conférence en Recherche d'Infomations et Applications - 12th French Information Retrieval Conference, Paris, France, March 18-20, 2015.
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Language-independent Query Representation for IR Model Parameter Estimation on Unlabeled Collections.
Parantapa Goswami|Massih-Reza Amini|Éric Gaussier
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015
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Study of Heuristic IR Constraints Under Function Discovery Framework.
Parantapa Goswami|Massih-Reza Amini|Éric Gaussier
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015

2014

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Apprentissage d'ordonnancement et influence de l'ambiguïté pour la prédiction d'activité sur les réseaux sociaux.
François Kawala|Éric Gaussier|Ahlame Douzal|Eustache Diemert
CORIA 2014 - Conférence en Recherche d'Infomations et Applications- 11th French Information Retrieval Conference. CIFED 2014 Colloque International Francophone sur l'Ecrit et le Document, Nancy, France, March 19-23, 2014.
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Exploring the Space of IR Functions.
Parantapa Goswami|Simon Moura|Éric Gaussier|Massih-Reza Amini|Francis Maes
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings
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Re-ranking approach to classification in large-scale power-law distributed category systems.
Rohit Babbar|Ioannis Partalas|Éric Gaussier|Massih-Reza Amini
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
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Web-scale classification: web classification in the big data era.
Ioannis Partalas|Massih-Reza Amini|Ion Androutsopoulos|Thierry Artières|Patrick Gallinari|Éric Gaussier|Georgios Paliouras
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

2013

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Transferring knowledge with source selection to learn IR functions on unlabeled collections.
Parantapa Goswami|Massih-Reza Amini|Éric Gaussier
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
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Estimation du paramètre de collection des modèles d'information pour la RI.
Parantapa Goswami|Éric Gaussier
CORIA 2013 - Conférence en Recherche d'Infomations et Applications - 10th French Information Retrieval Conference, Neuchâtel, Switzerland, April 3-5, 2013.
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Estimation of the Collection Parameter of Information Models for IR.
Parantapa Goswami|Éric Gaussier
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
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Predicting Information Diffusion in Social Networks Using Content and User's Profiles.
Cédric Lagnier|Ludovic Denoyer|Éric Gaussier|Patrick Gallinari
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
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A Theoretical Analysis of Pseudo-Relevance Feedback Models.
Stéphane Clinchant|Éric Gaussier
International Conference on the Theory of Information Retrieval, ICTIR '13, Copenhagen, Denmark, September 29 - October 02, 2013

2012

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On empirical tradeoffs in large scale hierarchical classification.
Rohit Babbar|Ioannis Partalas|Éric Gaussier|Cécile Amblard
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
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Modèles d'information pour la recherche multilingue.
Bo Li|Éric Gaussier
CORIA (Conférence en Recherche d'Infomations et Applications) - CORIA 2012, 9th French Information Retrieval Conference, Bordeaux, France, March 21-23, 2012. Proceedings
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An Information-Based Cross-Language Information Retrieval Model.
Bo Li|Éric Gaussier
Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings

2011

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Retrieval constraints and word frequency distributions a log-logistic model for IR.
Stéphane Clinchant|Éric Gaussier
Discover Computing 2011 Volume 14 Issue 1
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A Document Frequency Constraint for Pseudo-Relevance Feedback Models.
Stéphane Clinchant|Éric Gaussier
COnférence en Recherche d'Infomations et Applications - CORIA 2011, 8th French Information Retrieval Conference, Avignon, France, March 16-18, 2011. Proceedings
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Is Document Frequency Important for PRF?
Stéphane Clinchant|Éric Gaussier
Advances in Information Retrieval Theory - Third International Conference, ICTIR 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings
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Do IR models satisfy the TDC retrieval constraint.
Stéphane Clinchant|Éric Gaussier
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

2010

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The ECIR 2010 large scale hierarchical classification workshop.
Aris Kosmopoulos|Éric Gaussier|Georgios Paliouras|Sujeevan Aseervatham
SIGIR Forum 2010 Volume 44 Issue 1
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Modèles de RI fondés sur l'information.
Stéphane Clinchant|Éric Gaussier
COnférence en Recherche d'Infomations et Applications - CORIA 2010, 7th French Information Retrieval Conference, Sousse, Tunisia, March 18-20, 2010. Proceedings
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Information-based models for ad hoc IR.
Stéphane Clinchant|Éric Gaussier
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

2009

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Retrieval constraints and word frequency distributions: a log-logistic model for IR.
Stéphane Clinchant|Éric Gaussier
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009
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Batch Document Filtering Using Nearest Neighbor Algorithm.
Ali Mustafa Qamar|Éric Gaussier|Nathalie Denos
Multilingual Information Access Evaluation I. Text Retrieval Experiments, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers
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Batch Document Filtering Using Nearest Neighbor Algorithm.
Ali Mustafa Qamar|Éric Gaussier|Nathalie Denos
Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009.
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Modèle de langue visuel pour la reconnaissance de scènes.
Trong-Ton Pham|Loïc Maisonnasse|Philippe Mulhem|Éric Gaussier
COnférence en Recherche d'Infomations et Applications - CORIA 2009, 6th French Information Retrieval Conference, Presqu'île de Giens, France, May 5-7, 2009. Proceedings
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Model Fusion in Conceptual Language Modeling.
Loïc Maisonnasse|Éric Gaussier|Jean-Pierre Chevallet
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings
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Bridging Language Modeling and Divergence from Randomness Models: A Log-Logistic Model for IR.
Stéphane Clinchant|Éric Gaussier
Advances in Information Retrieval Theory, Second International Conference on the Theory of Information Retrieval, ICTIR 2009, Cambridge, UK, September 10-12, 2009, Proceedings

2008

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Online Document Filtering Using Adaptive k-NN.
Vincent Bodinier|Ali Mustafa Qamar|Éric Gaussier
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers
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LIG at ImageCLEF 2008.
Loïc Maisonnasse|Philippe Mulhem|Éric Gaussier|Jean-Pierre Chevallet
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers
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Working Notes for the InFile Campaign : Online Document Filtering Using 1 Nearest Neighbor.
Éric Gaussier|Ali Mustafa Qamar|Vincent Bodinier
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008.
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Multi-Relation Modeling on Multi Concept Extraction LIG participation at ImageClefMed.
Loïc Maisonnasse|Éric Gaussier|Jean-Pierre Chevallet
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008.
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Modélisation de relations dans l'approche modèle de langue en recherche d'information.
Loïc Maisonnasse|Éric Gaussier|Jean-Pierre Chevallet
COnférence en Recherche d'Infomations et Applications - CORIA 2008, 5th French Information Retrieval Conference, Trégastel, France, March 12-14, 2008. Proceedings
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The BNB Distribution for Text Modeling.
Stéphane Clinchant|Éric Gaussier
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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Multiplying Concept Sources for Graph Modeling.
Loïc Maisonnasse|Éric Gaussier|Jean-Pierre Chevallet
Advances in Multilingual and Multimodal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers
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Multiplying Concept Sources for Graph Modeling.
Loïc Maisonnasse|Éric Gaussier|Jean-Pierre Chevallet
Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), Budapest, Hungary, September 19-21, 2007.
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Revisiting the dependence language model for information retrieval.
Loïc Maisonnasse|Éric Gaussier|Jean-Pierre Chevallet
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

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Un modèle de RI basé sur des critères d'obligation et de certitude.
Leïla Kefi|Catherine Berrut|Éric Gaussier
COnférence en Recherche d'Infomations et Applications - CORIA 2006, 3rd French Information Retrieval Conference, Lyon, France, March 15-17, 2006. Proceedings
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Lexical Entailment for Information Retrieval.
Stéphane Clinchant|Cyril Goutte|Éric Gaussier
Advances in Information Retrieval, 28th European Conference on IR Research, ECIR 2006, London, UK, April 10-12, 2006, Proceedings

2005

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A Probabilistic Interpretation of Precision, Recall and F-Score, with Implication for Evaluation.
Cyril Goutte|Éric Gaussier
Advances in Information Retrieval, 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005, Proceedings
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Relation between PLSA and NMF and implications.
Éric Gaussier|Cyril Goutte
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2004

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Corpus-Based vs. Model-Based Selection of Relevant Features.
Cyril Goutte|Pavel B. Dobrokhotov|Éric Gaussier|Anne-Lise Veuthey
COnférence en Recherche d'Infomations et Applications - CORIA 2004, 1st French Information Retrieval Conference, Toulouse, France, March 2004. Proceedings

2003

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Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora.
Nicola Cancedda|Hervé Déjean|Éric Gaussier|Jean-Michel Renders|Alexei Vinokourov
Comparative Evaluation of Multilingual Information Access Systems, 4th Workshop of the Cross-Language Evaluation Forum, CLEF 2003, Trondheim, Norway, August 21-22, 2003, Revised Selected Papers
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Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora.
Nicola Cancedda|Hervé Déjean|Éric Gaussier|Jean-Michel Renders|Alexei Vinokourov
Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), Trondheim, Norway, August 21-22, 2003.

2002

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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
Advances in Cross-Language Information Retrieval, Third Workshop of the Cross-Language Evaluation Forum, CLEF 2002. Rome, Italy, September 19-20, 2002. Revised Papers
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XRCE Participation in CLEF 2002.
Jean-Michel Renders|Hervé Déjean|Éric Gaussier
Working Notes for CLEF 2002 Workshop co-located with the 6th European Conference on Digital Libraries (ECDL 2002), Rome, Italy, September 19-20, 2002.
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A Hierarchical Model for Clustering and Categorising Documents.
Éric Gaussier|Cyril Goutte|Kris Popat|Francine Chen
Advances in Information Retrieval, 24th BCS-IRSG European Colloquium on IR Research Glasgow, UK, March 25-27, 2002 Proceedings

1997

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Xerox TREC-6 Site Report: Cross Language Text Retrieval.
Éric Gaussier|Gregory Grefenstette|David A. Hull|B. Maximilian Schulze
Proceedings of The Sixth Text REtrieval Conference, TREC 1997, Gaithersburg, Maryland, USA, November 19-21, 1997

1996

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Xerox TREC-5 Site Report: Routing, Filtering, NLP, and Spanish Tracks.
David A. Hull|Gregory Grefenstette|B. Maximilian Schulze|Éric Gaussier|Hinrich Schütze|Jan O. Pedersen
Proceedings of The Fifth Text REtrieval Conference, TREC 1996, Gaithersburg, Maryland, USA, November 20-22, 1996