Éric Gaussier

According to our database1, Éric Gaussier authored at least 167 papers between 1994 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Deep <i>k</i>-Means: Jointly clustering with <i>k</i>-Means and learning representations.
Pattern Recognit. Lett., 2020

LTR-expand: query expansion model based on learning to rank association rules.
J. Intell. Inf. Syst., 2020

Heavy-tailed Representations, Text Polarity Classification & Data Augmentation.
CoRR, 2020

Supervised Categorical Metric Learning with Schatten p-Norms.
CoRR, 2020

Mixed-Membership Stochastic Block Models for Weighted Networks.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Seed-Guided Deep Document Clustering.
Proceedings of the Advances in Information Retrieval, 2020

2019
Word-embedding-based pseudo-relevance feedback for Arabic information retrieval.
J. Inf. Sci., 2019

On Inductive Abilities of Latent Factor Models for Relational Learning.
J. Artif. Intell. Res., 2019

Should one use term proximity or multi-word terms for Arabic information retrieval?
Comput. Speech Lang., 2019

Terminology-based Text Embedding for Computing Document Similarities on Technical Content.
CoRR, 2019

Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018
Online Tuning of EASY-Backfilling using Queue Reordering Policies.
IEEE Trans. Parallel Distributed Syst., 2018

Personalized and Diverse Task Composition in Crowdsourcing.
IEEE Trans. Knowl. Data Eng., 2018

User-centered probabilistic models for content diffusion in the blogosphere.
Online Soc. Networks Media, 2018

Measuring bilingual corpus comparability.
Nat. Lang. Eng., 2018

The Dilution/Concentration conditions for cross-language information retrieval models.
Inf. Process. Manag., 2018

Improving Arabic information retrieval using word embedding similarities.
Int. J. Speech Technol., 2018

Period-aware content attention RNNs for time series forecasting with missing values.
Neurocomputing, 2018

Dealing with Uncertain Inputs in Regression Trees.
CoRR, 2018

Deep k-Means: Jointly Clustering with k-Means and Learning Representations.
CoRR, 2018

Semantic Annotation in the Biomedical Domain: Large-scale Classification and BioASQ.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Char2char Generation with Reranking for the E2E NLG Challenge.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

2017
Knowledge Graph Completion via Complex Tensor Factorization.
J. Mach. Learn. Res., 2017

Exploring the space of information retrieval term scoring functions.
Inf. Process. Manag., 2017

Time Series Forecasting using RNNs: an Extended Attention Mechanism to Model Periods and Handle Missing Values.
CoRR, 2017

Bilingual Lexicon Extraction from Comparable Corpora Based on Closed Concepts Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Position-Based Content Attention for Time Series Forecasting with Sequence-to-Sequence RNNs.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Study of Stochastic Mixed Membership Models for Link Prediction in Social Networks.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Efficient Association Rules Selecting for Automatic Query Expansion.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Topical Coherence in LDA-based Models through Induced Segmentation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Generalized k-means-based clustering for temporal data under weighted and kernel time warp.
Pattern Recognit. Lett., 2016

Learning Taxonomy Adaptation in Large-scale Classification.
J. Mach. Learn. Res., 2016

A study of different keyword activity prediction problems in social media.
Int. J. Soc. Netw. Min., 2016

Efficient local search for L<sub>1</sub> and L<sub>2</sub> binary matrix factorization.
Intell. Data Anal., 2016

Similarity Learning for Time Series Classification.
CoRR, 2016

Conference Report on 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA'2015) [Conference Reports].
IEEE Comput. Intell. Mag., 2016

Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Complex Embeddings for Simple Link Prediction.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Task Composition in Crowdsourcing.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Expansion de requêtes par apprentissage.
Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge.
Proceedings of the COLING 2016, 2016

Modeling topic dependencies in semantically coherent text spans with copulas.
Proceedings of the COLING 2016, 2016

Semantically enhanced term frequency based on word embeddings for Arabic information retrieval.
Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

Arabic Text Classification Based on Word and Document Embeddings.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016

2015
Introduction.
Document Numérique, 2015

Evaluation measures for hierarchical classification: a unified view and novel approaches.
Data Min. Knowl. Discov., 2015

LSHTC: A Benchmark for Large-Scale Text Classification.
CoRR, 2015

Algorithmic Robustness for Semi-Supervised (ε, γ, τ)-Good Metric Learning.
Proceedings of the 3rd International Conference on Learning Representations, 2015

An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.
BMC Bioinform., 2015

Improving backfilling by using machine learning to predict running times.
Proceedings of the International Conference for High Performance Computing, 2015

A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp.
Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Progressive and Iterative Approaches for Time Series Averaging.
Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

Joint Semi-supervised Similarity Learning for Linear Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Extraction of Interlingual Documents Clusters Based on Closed Concepts Mining.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

On Binary Reduction of Large-Scale Multiclass Classification Problems.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

Study of Heuristic IR Constraints Under Function Discovery Framework.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Language-independent Query Representation for IR Model Parameter Estimation on Unlabeled Collections.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Supervised Topic Classification for Modeling a Hierarchical Conference Structure.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Learning Query Expansion from Association Rules Between Terms.
Proceedings of the KDIR 2015, 2015

Multilingual Documents Clustering Based on Closed Concepts Mining.
Proceedings of the Database and Expert Systems Applications, 2015

À la recherche des paramètres des modèles de RI.
Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

Building Representative Composite Items.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Improved Local Search for Binary Matrix Factorization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
On power law distributions in large-scale taxonomies.
SIGKDD Explor., 2014

Big data, le cas des systèmes d'information.
Ingénierie des Systèmes d Inf., 2014

Behavior Informatics: A New Perspective.
IEEE Intell. Syst., 2014

A Study of Association Measures and their Combination for Arabic MWT Extraction.
CoRR, 2014

Web-scale classification: web classification in the big data era.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Re-ranking approach to classification in large-scale power-law distributed category systems.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Exploring the Space of IR Functions.
Proceedings of the Advances in Information Retrieval, 2014

Itemset approximation using Constrained Binary Matrix Factorization.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Apprentissage d'ordonnancement et influence de l'ambiguïté pour la prédiction d'activité sur les réseaux sociaux.
Proceedings of the CORIA 2014, 2014

Exploring term proximity statistic for Arabic information retrieval.
Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014

2013
Modèles d'information pour la recherche multilingue.
Document Numérique, 2013

On Flat versus Hierarchical Classification in Large-Scale Taxonomies.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Towards a Framework for Semantic Exploration of Frequent Patterns.
Proceedings of the 3rd International Workshop on Information Management for Mobile Applications, 2013

Learning Multiple Temporal Matching for Time Series Classification.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013

A Theoretical Analysis of Pseudo-Relevance Feedback Models.
Proceedings of the International Conference on the Theory of Information Retrieval, 2013

Maximum-Margin Framework for Training Data Synchronization in Large-Scale Hierarchical Classification.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Comparative Classifier Evaluation for Web-Scale Taxonomies Using Power Law.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Predicting Information Diffusion in Social Networks Using Content and User's Profiles.
Proceedings of the Advances in Information Retrieval, 2013

Estimation of the Collection Parameter of Information Models for IR.
Proceedings of the Advances in Information Retrieval, 2013

Estimation du paramètre de collection des modèles d'information pour la RI.
Proceedings of the CORIA 2013 - Conférence en Recherche d'Infomations et Applications, 2013

Results of the First BioASQ Workshop.
Proceedings of the first Workshop on Bio-Medical Semantic Indexing and Question Answering, 2013

Transferring knowledge with source selection to learn IR functions on unlabeled collections.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Exploiting Comparable Corpora for Lexicon Extraction: Measuring and Improving Corpus Quality.
Proceedings of the Building and Using Comparable Corpora., 2013

Recherche d'Information - applications, modèles et algorithmes.
Eyrolles, ISBN: 978-2-212-13532-9, 2013

2012
Visual graph modeling for scene recognition and mobile robot localization.
Multim. Tools Appl., 2012

Modéliser l'utilisateur pour la diffusion de l'information dans les réseaux sociaux.
Ingénierie des Systèmes d Inf., 2012

Une analyse théorique des modèles de rétro-pertinence.
Document Numérique, 2012

Toward a New Protocol to Evaluate Recommender Systems.
Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

Adaptive Classifier Selection in Large-Scale Hierarchical Classification.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

An Information-Based Cross-Language Information Retrieval Model.
Proceedings of the Advances in Information Retrieval, 2012

On empirical tradeoffs in large scale hierarchical classification.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012

Probabilistic Models for Information Retrieval.
Proceedings of the Textual Information Access: Statistical Models, 2012

Logistic Regression and Text Classification.
Proceedings of the Textual Information Access: Statistical Models, 2012

2011
A sparse version of the ridge logistic regression for large-scale text categorization.
Pattern Recognit. Lett., 2011

Retrieval constraints and word frequency distributions a log-logistic model for IR.
Inf. Retr., 2011

Modèles de RI fondés sur l'information.
Document Numérique, 2011

Models of information diffusion in social networks.
Proceedings of the 2011 Symposium on Information and Communication Technology, 2011

Do IR models satisfy the TDC retrieval constraint.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Is Document Frequency Important for PRF?
Proceedings of the Advances in Information Retrieval Theory, 2011

Apport des données thématiques dans les systèmes de recommandation : hybridation et démarrage à froid.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

A Document Frequency Constraint for Pseudo-Relevance Feedback Models.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2011

Clustering Comparable Corpora For Bilingual Lexicon Extraction.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Information Retrieval.
Proceedings of the Handbook of Natural Language Processing, Second Edition., 2010

The ECIR 2010 large scale hierarchical classification workshop.
SIGIR Forum, 2010

Statistical Language Models for Information Retrieval - ChengXiang Zhai, Morgan & Claypool, 2008; xiii+125 pp, ISBN 978-1-59829-590-0.
Comput. Linguistics, 2010

Similarity learning in nearest neighbor, positive semi-definitiveness and RELIEF algorithm.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Information-based models for ad hoc IR.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Similarity Learning in Nearest Neighbor and Relief Algorithm.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Improving Corpus Comparability for Bilingual Lexicon Extraction from Comparable Corpora.
Proceedings of the COLING 2010, 2010

Integration of spatial relationships in visual language model for scene retrieval.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

Un Modèle de Diffusion de l'Information dans les Réseaux Sociaux.
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2010

Conceptual Indexing Contribution to ImageCLEF Medical Retrieval Tasks.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Bridging Language Modeling and Divergence from Randomness Models: A Log-Logistic Model for IR.
Proceedings of the Advances in Information Retrieval Theory, 2009

Online and Batch Learning of Generalized Cosine Similarities.
Proceedings of the ICDM 2009, 2009

Model Fusion in Conceptual Language Modeling.
Proceedings of the Advances in Information Retrieval, 2009

Modèle de langue visuel pour la reconnaissance de scènes.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2009

Batch Document Filtering Using Nearest Neighbor Algorithm.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

2008
Similarity Learning for Nearest Neighbor Classification.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

The BNB Distribution for Text Modeling.
Proceedings of the Advances in Information Retrieval , 2008

Modélisation de relations dans l'approche modèle de langue en recherche d'information.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2008

LIG at ImageCLEF 2008.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Multi-Relation Modeling on Multi Concept Extraction LIG participation at ImageClefMed.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Working Notes for the InFile Campaign : Online Document Filtering Using 1 Nearest Neighbor.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Online Document Filtering Using Adaptive k-NN.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Modélisation probabiliste de collections textuelles et distributions de mots.
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2008

2007
Revisiting the dependence language model for information retrieval.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Distributed Categorizer for Large Category Systems.
Proceedings of the Mining Massive Data Sets for Security, 2007

Recherche d'information: fondements et modèles.
Proceedings of the Actes du XXVème Congrès INFORSID, 2007

Multiplying Concept Sources for Graph Modeling.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

2006
Multimedia Content Processing and Retrieval in the REVEAL THIS Setting.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

Categorization in multiple category systems.
Proceedings of the Machine Learning, 2006

Revisiting Fisher Kernels for Document Similarities.
Proceedings of the Machine Learning: ECML 2006, 2006

Lexical Entailment for Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2006

Un modèle de RI basé sur des critères d'obligation et de certitude.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2006

2005
Assisting medical annotation in Swiss-Prot using statistical classifiers.
Int. J. Medical Informatics, 2005

Automatic processing of multilingual medical terminology: applications to thesaurus enrichment and cross-language information retrieval.
Artif. Intell. Medicine, 2005

Relation between PLSA and NMF and implications.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Translating with Non-contiguous Phrases.
Proceedings of the HLT/EMNLP 2005, 2005

Indexation complexe de documents: vers une vérification qualitative.
Proceedings of the Actes du XXIIIème Congrès INFORSID, Grenoble, France, 24-27 mai, 2005, 2005

A Probabilistic Interpretation of Precision, Recall and <i>F</i>-Score, with Implication for Evaluation.
Proceedings of the Advances in Information Retrieval, 2005

2004
Corpus-Based vs. Model-Based Selection of Relevant Features.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2004

Aligning words using matrix factorisation.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
Word-Sequence Kernels.
J. Mach. Learn. Res., 2003

Reducing Parameter Space for Word Alignment.
Proceedings of the HLT-NAACL 2003 Workshop on Building and Using Parallel Texts: Data Driven Machine Translation and Beyond, 2003

A Probabilistic Information Retrieval Approach to Medical Annotation in SWISS-PROT.
Proceedings of the New Navigators: from Professionals to Patients, 2003

Combining NLP and probabilistic categorisation for document and term selection for Swiss-Prot medical annotation.
Proceedings of the Eleventh International Conference on Intelligent Systems for Molecular Biology, June 29, 2003

Modèle d'indexation de documents peu symboliques dans des documents structurés: L'exemple du graphique dans un corpus de documents techniques.
Proceedings of the Actes du XXIème Congrès INFORSID, Nancy, France, 24-27 mai, 2003, 2003

Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora.
Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

2002
A Hierarchical Model for Clustering and Categorising Documents.
Proceedings of the Advances in Information Retrieval, 2002

Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition.
Proceedings of the 6th Conference on Natural Language Learning, 2002

An Approach Based on Multilingual Thesauri and Model Combination for Bilingual Lexicon Extraction.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

XRCE Participation in CLEF 2002.
Proceedings of the Working Notes for CLEF 2002 Workshop co-located with the 6th European Conference on Digital Libraries (ECDL 2002), 2002

Assessing Automatically Extracted Bilingual Lexicons for CLIR in Vertical Domains: XRCE Participation in the GIRT Track of CLEF 2002.
Proceedings of the Advances in Cross-Language Information Retrieval, 2002

2001
Probabilistic models for terminology extraction and knowledge structuring from documents.
Proceedings of the IEEE International Conference on Systems, 2001

Probabilistic models for PP-attachment resolution and NP analysis.
Proceedings of the ACL 2001 Workshop on Computational Natural Language Learning, 2001

2000
Coreference Resolution Evaluation Based on Descriptive Specificity.
Proceedings of the Second International Conference on Language Resources and Evaluation, 2000

1998
Flow Network Models for Word Alignment and Terminology Extraction from Bilingual Corpora.
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1997
Bricks and Skeletons: Some Ideas for the Near Future of MAHT.
Mach. Transl., 1997

Xerox TREC-6 Site Report: Cross Language Text Retrieval.
Proceedings of The Sixth Text REtrieval Conference, 1997

1996
Xerox TREC-5 Site Report: Routing, Filtering, NLP, and Spanish Tracks.
Proceedings of The Fifth Text REtrieval Conference, 1996

1994
Towards Automatic Extraction of Monolingual and Bilingual Terminology.
Proceedings of the 15th International Conference on Computational Linguistics, 1994


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