Éric Gaussier

242 papers A* 21A 21B 18C 2Misc 7Journal 83Unranked 82

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DRIV-EX: Counterfactual Explanations for Driving LLMs. CoRR Amaia Cardiel, Eloi Zablocki, Elias Ramzi, Éric Gaussier
2026	J	`jnl`	GIFT: A Framework Towards Global Interpretable Faithful Textual Explanations of Vision Classifiers. Trans. Mach. Learn. Res. Eloi Zablocki, Valentin Gerard, Amaia Cardiel, Éric Gaussier, Matthieu Cord, Eduardo Valle
2025	—	`conf`	An Empirical Evaluation of Intrusion Detection Systems Based on System Calls. NordSec Lalie Arnoud, Victor Breux, Pierre-Henri Thevenon, Éric Gaussier
2025	—	`conf`	Cadre d'évaluation pour les systèmes de génération augmentée (RAG) : combinaison des performances de recherche d'informations et de LLM. CORIA Mohamed-Amine El-Yagouby, Philippe Mulhem, Jean-Pierre Chevallet, Éric Gaussier
2025	A	`conf`	Complete Characterization for Adjustment in Summary Causal Graphs of Time Series. UAI Clément Yvernes, Emilie Devijver, Éric Gaussier
2025	J	`jnl`	Complete Characterization for Adjustment in Summary Causal Graphs of Time Series. CoRR Clément Yvernes, Emilie Devijver, Éric Gaussier
2025	J	`jnl`	Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models. CoRR Minghan Li, Éric Gaussier, Guodong Zhou
2025	J	`jnl`	Identifiability by common backdoor in summary causal graphs of time series. CoRR Clément Yvernes, Charles K. Assaad, Emilie Devijver, Éric Gaussier
2025	J	`jnl`	Identifiability in Causal Abstractions: A Hierarchy of Criteria. CoRR Clément Yvernes, Emilie Devijver, Marianne Clausel, Éric Gaussier
2025	J	`jnl`	Modèles de Fondation et Ajustement : Vers une Nouvelle Génération de Modèles pour la Prévision des Séries Temporelles. CoRR Morad Laglil, Emilie Devijver, Éric Gaussier, Bertrand Pracca
2025	J	`jnl`	Relaxing partition admissibility in Cluster-DAGs: a causal calculus with arbitrary variable clustering. CoRR Clément Yvernes, Emilie Devijver, Adèle H. Ribeiro, Marianne Clausel-Lesourd, Éric Gaussier
2024	—	`conf`	A Closer Look at Clustering Bilingual Comparable Corpora. LREC/COLING Anna Laskina, Éric Gaussier, Gaëlle Calvary
2024	J	`jnl`	Causal Discovery from Time Series with Hybrids of Constraint-Based and Noise-Based Algorithms. Trans. Mach. Learn. Res. Daria Bystrova, Charles K. Assaad, Julyan Arbel, Emilie Devijver, Éric Gaussier, Wilfried Thuiller
2024	—	`conf`	Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling. LREC/COLING Minghan Li, Éric Gaussier
2024	J	`jnl`	Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling. CoRR Minghan Li, Éric Gaussier
2024	J	`jnl`	Ensembles of Probabilistic Regression Trees. CoRR Alexandre Seiller, Éric Gaussier, Emilie Devijver, Marianne Clausel, Sami Alkhoury
2024	J	`jnl`	GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers. CoRR Éloi Zablocki, Valentin Gerard, Amaia Cardiel, Éric Gaussier, Matthieu Cord, Eduardo Valle
2024	A	`conf`	Identifiability of total effects from abstractions of time series causal graphs. UAI Charles K. Assaad, Emilie Devijver, Éric Gaussier, Gregor Goessler, Anouar Meynaoui
2024	J	`jnl`	KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models. CoRR Minghan Li, Éric Gaussier, Juntao Li, Guodong Zhou
2024	A	`conf`	On the Fly Detection of Root Causes from Observed Data with Application to IT Systems. CIKM Lei Zan, Charles K. Assaad, Emilie Devijver, Éric Gaussier, Ali Aït-Bachir
2024	J	`jnl`	On the Fly Detection of Root Causes from Observed Data with Application to IT Systems. CoRR Lei Zan, Charles K. Assaad, Emilie Devijver, Éric Gaussier
2023	—	`conf`	Adaptation de domaine pour la recherche dense par annotation automatique. CORIA-TALN Minghan Li, Éric Gaussier
2023	J	`jnl`	Case Studies of Causal Discovery from IT Monitoring Time Series. CoRR Ali Aït-Bachir, Charles K. Assaad, Christophe de Bignicourt, Emilie Devijver, Simon Ferreira, Éric Gaussier, Hosein Mohanna, Lei Zan
2023	J	`jnl`	Efficient bilingual lexicon extraction from comparable corpora based on formal concepts analysis. Nat. Lang. Eng. Mohamed Chebel, Chiraz Latiri, Éric Gaussier
2023	J	`jnl`	Hybrids of Constraint-based and Noise-based Algorithms for Causal Discovery from Time Series. CoRR Charles K. Assaad, Daria Bystrova, Julyan Arbel, Emilie Devijver, Éric Gaussier, Wilfried Thuiller
2023	J	`jnl`	Identifiability of total effects from abstractions of time series causal graphs. CoRR Charles K. Assaad, Emilie Devijver, Éric Gaussier, Gregor Gössler, Anouar Meynaoui
2023	A*	`conf`	Survey and Evaluation of Causal Discovery Methods for Time Series (Extended Abstract). IJCAI Charles K. Assaad, Emilie Devijver, Éric Gaussier
2023	—	`conf`	The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. CORIA-TALN Minghan Li, Diana Nicoleta Popa, Johan Chagnon, Yagmur Gizem Cinar, Éric Gaussier
2023	J	`jnl`	The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. ACM Trans. Inf. Syst. Minghan Li, Diana Nicoleta Popa, Johan Chagnon, Yagmur Gizem Cinar, Éric Gaussier
2022	J	`jnl`	A Conditional Mutual Information Estimator for Mixed Data and an Associated Conditional Independence Test. Entropy Lei Zan, Anouar Meynaoui, Charles K. Assaad, Emilie Devijver, Éric Gaussier
2022	A*	`conf`	BERT-based Dense Intra-ranking and Contextualized Late Interaction via Multi-task Learning for Long Document Retrieval. SIGIR Minghan Li, Éric Gaussier
2022	A	`conf`	Discovery of extended summary graphs in time series. UAI Charles K. Assaad, Emilie Devijver, Éric Gaussier
2022	J	`jnl`	Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling. CoRR Minghan Li, Éric Gaussier
2022	J	`jnl`	Entropy-Based Discovery of Summary Causal Graphs in Time Series. Entropy Charles K. Assaad, Emilie Devijver, Éric Gaussier
2022	Misc	`ed.`	ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022 ICTIR Fabio Crestani, Gabriella Pasi, Éric Gaussier
2022	J	`jnl`	Inferring extended summary causal graphs from observational time series. CoRR Charles K. Assaad, Emilie Devijver, Éric Gaussier
2022	—	`conf`	Intra-document Block Pre-ranking for BERT-based Long Document Information Retrieval - Abstract. CIRCLE Minghan Li, Éric Gaussier
2022	A*	`conf`	Listwise Learning to Rank Based on Approximate Rank Indicators. AAAI Thibaut Thonet, Yagmur Gizem Cinar, Éric Gaussier, Minghan Li, Jean-Michel Renders
2022	J	`jnl`	Supervised Categorical Metric Learning With Schatten p-Norms. IEEE Trans. Cybern. Yaqiong Li, Xuhui Fan, Éric Gaussier
2022	J	`jnl`	Survey and Evaluation of Causal Discovery Methods for Time Series. J. Artif. Intell. Res. Charles K. Assaad, Emilie Devijver, Éric Gaussier
2022	J	`jnl`	Where Do You Want To Invest? Predicting Startup Funding From Freely, Publicly Available Web Information. CoRR Mariia Garkavenko, Éric Gaussier, Hamid Mirisaee, Cédric Lagnier, Agnès Guerraz
2021	—	`conf`	A Mixed Noise and Constraint-Based Approach to Causal Inference in Time Series. ECML/PKDD (1) Charles K. Assaad, Emilie Devijver, Éric Gaussier, Ali Aït-Bachir
2021	—	`conf`	Contribution d'informations syntaxiques aux capacités de généralisation compositionelle des modèles seq2seq convolutifs (Assessing the Contribution of Syntactic Information for Compositional Generalization of seq2seq Convolutional Networks). TALN (1) Diana Nicoleta Popa, William N. Havard, Maximin Coavoux, Éric Gaussier, Laurent Besacier
2021	J	`jnl`	Entropy-based Discovery of Summary Causal Graphs in Time Series. CoRR Charles K. Assaad, Emilie Devijver, Éric Gaussier
2021	A	`conf`	Globalizing BERT-based Transformer Architectures for Long Document Summarization. EACL Quentin Grail, Julien Perez, Éric Gaussier
2021	A*	`conf`	KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. SIGIR Minghan Li, Éric Gaussier
2021	—	`conf`	Modelling document-query interaction in a hierarchical neural model for IR. CORIA Johan Chagnon, Diana Nicoleta Popa, Yagmur Gizem Cinar, Éric Gaussier
2021	J	`jnl`	SmoothI: Smooth Rank Indicators for Differentiable IR Metrics. CoRR Thibaut Thonet, Yagmur Gizem Cinar, Éric Gaussier, Minghan Li, Jean-Michel Renders
2021	J	`jnl`	The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. CoRR Minghan Li, Diana Nicoleta Popa, Johan Chagnon, Yagmur Gizem Cinar, Éric Gaussier
2021	J	`jnl`	Towards syntax-aware token embeddings. Nat. Lang. Eng. Diana Nicoleta Popa, Julien Perez, James Henderson, Éric Gaussier
2021	—	`conf`	Valuation of Startups: A Machine Learning Perspective. ECIR (1) Mariia Garkavenko, Hamid Mirisaee, Éric Gaussier, Agnès Guerraz, Cédric Lagnier
2020	J	`jnl`	Deep Pattern Recognit. Lett. Maziar Moradi Fard, Thibaut Thonet, Éric Gaussier
2020	A*	`conf`	Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. NeurIPS Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
2020	J	`jnl`	Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. CoRR Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
2020	J	`jnl`	LTR-expand: query expansion model based on learning to rank association rules. J. Intell. Inf. Syst. Ahlem Bouziri, Chiraz Latiri, Éric Gaussier
2020	A	`conf`	Mixed-Membership Stochastic Block Models for Weighted Networks. UAI Adrien Dulac, Éric Gaussier, Christine Largeron
2020	—	`conf`	Seed-Guided Deep Document Clustering. ECIR (1) Maziar Moradi Fard, Thibaut Thonet, Éric Gaussier
2020	A*	`conf`	Smooth And Consistent Probabilistic Regression Trees. NeurIPS Sami Alkhoury, Emilie Devijver, Marianne Clausel, Myriam Tami, Éric Gaussier, Georges Oppenheim
2020	J	`jnl`	Supervised Categorical Metric Learning with Schatten p-Norms. CoRR Xuhui Fan, Éric Gaussier
2020	B	`conf`	Word Representations Concentrate and This is Good News! CoNLL Romain Couillet, Yagmur Gizem Cinar, Éric Gaussier, Muhammad Imran
2019	Misc	`conf`	Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations. FLAIRS Diana Nicoleta Popa, Julien Perez, James Henderson, Éric Gaussier
2019	J	`jnl`	On Inductive Abilities of Latent Factor Models for Relational Learning. J. Artif. Intell. Res. Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard
2019	A*	`ed.`	Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019. SIGIR Benjamin Piwowarski, Max Chevalier, Éric Gaussier, Yoelle Maarek, Jian-Yun Nie, Falk Scholer
2019	—	`conf`	Scaling Causal Inference in Additive Noise Models. CD@KDD Charles K. Assaad, Emilie Devijver, Éric Gaussier, Ali Aït-Bachir
2019	J	`jnl`	Should one use term proximity or multi-word terms for Arabic information retrieval? Comput. Speech Lang. Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik
2019	—	`conf`	Terminology-based Text Embedding for Computing Document Similarities on Technical Content. PFIA (TIA) Hamid Mirisaee, Éric Gaussier, Cédric Lagnier, Agnès Guerraz
2019	J	`jnl`	Terminology-based Text Embedding for Computing Document Similarities on Technical Content. CoRR Hamid Mirisaee, Éric Gaussier, Cédric Lagnier, Agnès Guerraz
2019	J	`jnl`	Word-embedding-based pseudo-relevance feedback for Arabic information retrieval. J. Inf. Sci. Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
2018	B	`conf`	Char2char Generation with Reranking for the E2E NLG Challenge. INLG Shubham Agarwal, Marc Dymetman, Éric Gaussier
2018	J	`jnl`	Char2char Generation with Reranking for the E2E NLG Challenge. CoRR Shubham Agarwal, Marc Dymetman, Éric Gaussier
2018	J	`jnl`	Dealing with Uncertain Inputs in Regression Trees. CoRR Myriam Tami, Marianne Clausel, Emilie Devijver, Adrien Dulac, Éric Gaussier, Stefan Janaqi, Mériam Chèbre
2018	J	`jnl`	Deep k-Means: Jointly Clustering with k-Means and Learning Representations. CoRR Maziar Moradi Fard, Thibaut Thonet, Éric Gaussier
2018	J	`jnl`	Improving Arabic information retrieval using word embedding similarities. Int. J. Speech Technol. Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
2018	J	`jnl`	Measuring bilingual corpus comparability. Nat. Lang. Eng. Bo Li, Éric Gaussier, Dan Yang
2018	J	`jnl`	Online Tuning of EASY-Backfilling using Queue Reordering Policies. IEEE Trans. Parallel Distributed Syst. Éric Gaussier, Jérôme Lelong, Valentin Reis, Denis Trystram
2018	J	`jnl`	Period-aware content attention RNNs for time series forecasting with missing values. Neurocomputing Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir
2018	J	`jnl`	Personalized and Diverse Task Composition in Crowdsourcing. IEEE Trans. Knowl. Data Eng. Maha Alsayasneh, Sihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama, Jean-Michel Renders
2018	—	`conf`	Semantic Annotation in the Biomedical Domain: Large-scale Classification and BioASQ. WWW (Companion Volume) Éric Gaussier
2018	J	`jnl`	The Dilution/Concentration conditions for cross-language information retrieval models. Inf. Process. Manag. Bo Li, Éric Gaussier, Dan Yang
2018	J	`jnl`	User-centered probabilistic models for content diffusion in the blogosphere. Online Soc. Networks Media Cédric Lagnier, Éric Gaussier, François Kawala
2017	B	`conf`	A Study of Stochastic Mixed Membership Models for Link Prediction in Social Networks. DSAA Adrien Dulac, Éric Gaussier, Christine Largeron
2017	—	`conf`	Bilingual Lexicon Extraction from Comparable Corpora Based on Closed Concepts Mining. PAKDD (1) Mohamed Chebel, Chiraz Latiri, Éric Gaussier
2017	—	`conf`	Efficient Association Rules Selecting for Automatic Query Expansion. CICLing (2) Ahlem Bouziri, Chiraz Latiri, Éric Gaussier
2017	J	`jnl`	Exploring the space of information retrieval term scoring functions. Inf. Process. Manag. Parantapa Goswami, Éric Gaussier, Massih-Reza Amini
2017	J	`jnl`	Knowledge Graph Completion via Complex Tensor Factorization. CoRR Théo Trouillon, Christopher R. Dance, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
2017	J	`jnl`	Knowledge Graph Completion via Complex Tensor Factorization. J. Mach. Learn. Res. Théo Trouillon, Christopher R. Dance, Éric Gaussier, Johannes Welbl, Sebastian Riedel, Guillaume Bouchard
2017	J	`jnl`	On Inductive Abilities of Latent Factor Models for Relational Learning. CoRR Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard
2017	—	`conf`	Position-Based Content Attention for Time Series Forecasting with Sequence-to-Sequence RNNs. ICONIP (5) Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir, Vadim V. Strijov
2017	J	`jnl`	Time Series Forecasting using RNNs: an Extended Attention Mechanism to Model Periods and Handle Missing Values. CoRR Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir, Vadim V. Strijov
2017	—	`conf`	Topical Coherence in LDA-based Models through Induced Segmentation. ACL (1) Hesam Amoualian, Wei Lu, Éric Gaussier, Georgios Balikas, Massih-Reza Amini, Marianne Clausel
2016	J	`jnl`	A study of different keyword activity prediction problems in social media. Int. J. Soc. Netw. Min. François Kawala, Éric Gaussier, Ahlame Douzal Chouakria, Eustache Diemert
2016	—	`conf`	Arabic Text Classification Based on Word and Document Embeddings. AISI Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik
2016	A*	`conf`	Complex Embeddings for Simple Link Prediction. ICML Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
2016	J	`jnl`	Complex Embeddings for Simple Link Prediction. CoRR Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
2016	J	`jnl`	Conference Report on 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA'2015) [Conference Reports]. IEEE Comput. Intell. Mag. Éric Gaussier, Longbing Cao
2016	J	`jnl`	Efficient local search for L Intell. Data Anal. Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
2016	—	`conf`	Expansion de requêtes par apprentissage. CORIA-CIFED Ahlem Bouziri, Chiraz Latiri, Éric Gaussier
2016	J	`jnl`	Generalized k-means-based clustering for temporal data under weighted and kernel time warp. Pattern Recognit. Lett. Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
2016	J	`jnl`	Learning Taxonomy Adaptation in Large-scale Classification. J. Mach. Learn. Res. Rohit Babbar, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini, Cécile Amblard
2016	B	`conf`	Modeling topic dependencies in semantically coherent text spans with copulas. COLING Georgios Balikas, Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
2016	B	`conf`	Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge. COLING Raghav Goyal, Marc Dymetman, Éric Gaussier
2016	—	`conf`	Semantically enhanced term frequency based on word embeddings for Arabic information retrieval. CIST Abdelkader El Mahdaouy, Said Ouatik El Alaoui, Éric Gaussier
2016	J	`jnl`	Similarity Learning for Time Series Classification. CoRR Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard, Marc Sebban
2016	A*	`conf`	Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams. KDD Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
2016	B	`conf`	Task Composition in Crowdsourcing. DSAA Sihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama
2015	—	`conf`	A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp. AALTD@PKDD/ECML (Revised Selected Papers) Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
2015	—	`conf`	Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric Learning. ICONIP (1) Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini
2015	—	`conf`	Algorithmic Robustness for Semi-Supervised (ε, γ, τ)-Good Metric Learning. ICLR (Workshop) Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini
2015	J	`jnl`	An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition. BMC Bioinform. George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, Ioannis Partalas, Matthias Zschunke, Michael R. Alvers, Dirk Weissenborn, Anastasia Krithara, Sergios Petridis, Dimitris Polychronopoulos, Yannis Almirantis, John Pavlopoulos, Nicolas Baskiotis, Patrick Gallinari, Thierry Artières, Axel-Cyrille Ngonga Ngomo, Norman Heino, Éric Gaussier, Liliana Barrio-Alvers, Michael Schroeder, Ion Androutsopoulos, Georgios Paliouras
2015	A	`conf`	Building Representative Composite Items. CIKM Vincent Leroy, Sihem Amer-Yahia, Éric Gaussier, Seyed Hamid Mirisaee
2015	—	`ed.`	CORIA 2015 - Conférence en Recherche d'Infomations et Applications - 12th French Information Retrieval Conference, Paris, France, March 18-20, 2015. CORIA Éric Gaussier, Mathias Géry
2015	B	`conf`	Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data. IDA Georgios Balikas, Ioannis Partalas, Éric Gaussier, Rohit Babbar, Massih-Reza Amini
2015	J	`jnl`	Evaluation measures for hierarchical classification: a unified view and novel approaches. Data Min. Knowl. Discov. Aris Kosmopoulos, Ioannis Partalas, Éric Gaussier, Georgios Paliouras, Ion Androutsopoulos
2015	B	`conf`	Extraction of Interlingual Documents Clusters Based on Closed Concepts Mining. KES Mohamed Chebel, Chiraz Latiri, Éric Gaussier
2015	A*	`conf`	Improved Local Search for Binary Matrix Factorization. AAAI Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
2015	A	`conf`	Improving backfilling by using machine learning to predict running times. SC Éric Gaussier, David Glesser, Valentin Reis, Denis Trystram
2015	J	`jnl`	Introduction. Document Numérique Éric Gaussier, Sylvie Calabretto
2015	—	`conf`	Joint Semi-supervised Similarity Learning for Linear Classification. ECML/PKDD (1) Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard, Marc Sebban
2015	J	`jnl`	LSHTC: A Benchmark for Large-Scale Text Classification. CoRR Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artières, George Paliouras, Éric Gaussier, Ion Androutsopoulos, Massih-Reza Amini, Patrick Gallinari
2015	Misc	`conf`	Language-independent Query Representation for IR Model Parameter Estimation on Unlabeled Collections. ICTIR Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
2015	—	`conf`	Learning Query Expansion from Association Rules Between Terms. KDIR Ahlem Bouziri, Chiraz Latiri, Éric Gaussier, Yassin Belhareth
2015	—	`conf`	Multilingual Documents Clustering Based on Closed Concepts Mining. DEXA (1) Mohamed Chebel, Chiraz Latiri, Éric Gaussier
2015	B	`conf`	On Binary Reduction of Large-Scale Multiclass Classification Problems. IDA Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, Éric Gaussier
2015	—	`conf`	Progressive and Iterative Approaches for Time Series Averaging. AALTD@PKDD/ECML Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
2015	Misc	`conf`	Study of Heuristic IR Constraints Under Function Discovery Framework. ICTIR Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
2015	—	`conf`	Supervised Topic Classification for Modeling a Hierarchical Conference Structure. ICONIP (1) Mikhail P. Kuznetsov, Marianne Clausel, Massih-Reza Amini, Éric Gaussier, Vadim V. Strijov
2015	—	`conf`	À la recherche des paramètres des modèles de RI. CORIA Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
2014	J	`jnl`	A Study of Association Measures and their Combination for Arabic MWT Extraction. CoRR Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
2014	—	`conf`	Apprentissage d'ordonnancement et influence de l'ambiguïté pour la prédiction d'activité sur les réseaux sociaux. CORIA-CIFED François Kawala, Éric Gaussier, Ahlame Douzal, Eustache Diemert
2014	J	`jnl`	Behavior Informatics: A New Perspective. IEEE Intell. Syst. Longbing Cao, Thorsten Joachims, Can Wang, Éric Gaussier, Jinjiu Li, Yuming Ou, Dan Luo, Reza Zafarani, Huan Liu, Guandong Xu, Zhiang Wu, Gabriella Pasi, Ya Zhang, Xiaokang Yang, Hongyuan Zha, Edoardo Serra, V. S. Subrahmanian
2014	J	`jnl`	Big data, le cas des systèmes d'information. Ingénierie des Systèmes d Inf. Josiane Mothe, Yoann Pitarch, Éric Gaussier
2014	—	`conf`	Exploring term proximity statistic for Arabic information retrieval. CIST Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik
2014	A	`conf`	Exploring the Space of IR Functions. ECIR Parantapa Goswami, Simon Moura, Éric Gaussier, Massih-Reza Amini, Francis Maes
2014	B	`conf`	Itemset approximation using Constrained Binary Matrix Factorization. DSAA Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
2014	J	`jnl`	On power law distributions in large-scale taxonomies. SIGKDD Explor. Rohit Babbar, Cornelia Metzig, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini
2014	A*	`conf`	Re-ranking approach to classification in large-scale power-law distributed category systems. SIGIR Rohit Babbar, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini
2014	A	`conf`	Web-scale classification: web classification in the big data era. WSDM Ioannis Partalas, Massih-Reza Amini, Ion Androutsopoulos, Thierry Artières, Patrick Gallinari, Éric Gaussier, Georgios Paliouras
2013	Misc	`conf`	A Theoretical Analysis of Pseudo-Relevance Feedback Models. ICTIR Stéphane Clinchant, Éric Gaussier
2013	—	`conf`	Comparative Classifier Evaluation for Web-Scale Taxonomies Using Power Law. ESWC (Satellite Events) Rohit Babbar, Ioannis Partalas, Cornelia Metzig, Éric Gaussier, Massih-Reza Amini
2013	—	`conf`	Estimation du paramètre de collection des modèles d'information pour la RI. CORIA Parantapa Goswami, Éric Gaussier
2013	A	`conf`	Estimation of the Collection Parameter of Information Models for IR. ECIR Parantapa Goswami, Éric Gaussier
2013	J	`jnl`	Evaluation Measures for Hierarchical Classification: a unified view and novel approaches. CoRR Aris Kosmopoulos, Ioannis Partalas, Éric Gaussier, Georgios Paliouras, Ion Androutsopoulos
2013	—	`ch.`	Exploiting Comparable Corpora for Lexicon Extraction: Measuring and Improving Corpus Quality. Building and Using Comparable Corpora Bo Li, Éric Gaussier
2013	B	`conf`	Learning Multiple Temporal Matching for Time Series Classification. IDA Cedric Frambourg, Ahlame Douzal Chouakria, Éric Gaussier
2013	—	`conf`	Maximum-Margin Framework for Training Data Synchronization in Large-Scale Hierarchical Classification. ICONIP (1) Rohit Babbar, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini
2013	J	`jnl`	Modèles d'information pour la recherche multilingue. Document Numérique Bo Li, Éric Gaussier
2013	—	`conf`	On Flat versus Hierarchical Classification in Large-Scale Taxonomies. NIPS Rohit Babbar, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini
2013	A	`conf`	Predicting Information Diffusion in Social Networks Using Content and User's Profiles. ECIR Cédric Lagnier, Ludovic Denoyer, Éric Gaussier, Patrick Gallinari
2013	—	`book`	Recherche d'Information - applications, modèles et algorithmes. Massih-Reza Amini, Éric Gaussier
2013	—	`conf`	Results of the First BioASQ Workshop. BioASQ@CLEF Ioannis Partalas, Éric Gaussier, Axel-Cyrille Ngonga Ngomo
2013	—	`conf`	Towards a Framework for Semantic Exploration of Frequent Patterns. IMMoA Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier, Aurélie Bertaux, Éric Gaussier, Marie-Christine Rousset
2013	A	`conf`	Transferring knowledge with source selection to learn IR functions on unlabeled collections. CIKM Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
2012	—	`conf`	Adaptive Classifier Selection in Large-Scale Hierarchical Classification. ICONIP (3) Ioannis Partalas, Rohit Babbar, Éric Gaussier, Cécile Amblard
2012	A	`conf`	An Information-Based Cross-Language Information Retrieval Model. ECIR Bo Li, Éric Gaussier
2012	—	`conf`	BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text George Tsatsaronis, Michael Schroeder, Georgios Paliouras, Yannis Almirantis, Ion Androutsopoulos, Éric Gaussier, Patrick Gallinari, Thierry Artières, Michael R. Alvers, Matthias Zschunke, Axel-Cyrille Ngonga Ngomo
2012	—	`ch.`	Logistic Regression and Text Classification. Textual Information Access: Statistical Models Sujeevan Aseervatham, Éric Gaussier, Anestis Antoniadis, Michel Burlet, Yves Denneulin
2012	—	`conf`	Modèles d'information pour la recherche multilingue. CORIA Bo Li, Éric Gaussier
2012	J	`jnl`	Modéliser l'utilisateur pour la diffusion de l'information dans les réseaux sociaux. Ingénierie des Systèmes d Inf. Cédric Lagnier, Éric Gaussier, François Kawala
2012	A	`conf`	On empirical tradeoffs in large scale hierarchical classification. CIKM Rohit Babbar, Ioannis Partalas, Éric Gaussier, Cécile Amblard
2012	—	`ch.`	Probabilistic Models for Information Retrieval. Textual Information Access: Statistical Models Stéphane Clinchant, Éric Gaussier
2012	—	`book`	Textual Information Access: Statistical Models Éric Gaussier, François Yvon
2012	J	`jnl`	Toward a New Protocol to Evaluate Recommender Systems CoRR Frank Meyer, Françoise Fessant, Fabrice Clérot, Éric Gaussier
2012	—	`conf`	Toward a New Protocol to Evaluate Recommender Systems. RUE@RecSys Frank Meyer, Françoise Fessant, Fabrice Clérot, Éric Gaussier
2012	J	`jnl`	Une analyse théorique des modèles de rétro-pertinence. Document Numérique Stéphane Clinchant, Éric Gaussier
2012	J	`jnl`	Visual graph modeling for scene recognition and mobile robot localization. Multim. Tools Appl. Trong-Ton Pham, Philippe Mulhem, Loïc Maisonnasse, Éric Gaussier, Joo-Hwee Lim
2011	—	`conf`	A Document Frequency Constraint for Pseudo-Relevance Feedback Models. CORIA Stéphane Clinchant, Éric Gaussier
2011	J	`jnl`	A sparse version of the ridge logistic regression for large-scale text categorization. Pattern Recognit. Lett. Sujeevan Aseervatham, Anestis Antoniadis, Éric Gaussier, Michel Burlet, Yves Denneulin
2011	—	`conf`	Apport des données thématiques dans les systèmes de recommandation : hybridation et démarrage à froid. EGC Frank Meyer, Éric Gaussier, Fabrice Clérot, Julien Schluth
2011	—	`conf`	Clustering Comparable Corpora For Bilingual Lexicon Extraction. ACL (2) Bo Li, Éric Gaussier, Akiko N. Aizawa
2011	—	`conf`	Degré de comparabilité, extraction lexicale bilingue et recherche d'information interlingue (Degree of comparability, bilingual lexical extraction and cross-language information retrieval). TALN (Articles longs) Bo Li, Éric Gaussier, Emmanuel Morin, Amir Hazem
2011	A*	`conf`	Do IR models satisfy the TDC retrieval constraint. SIGIR Stéphane Clinchant, Éric Gaussier
2011	Misc	`conf`	Is Document Frequency Important for PRF? ICTIR Stéphane Clinchant, Éric Gaussier
2011	—	`conf`	Models of information diffusion in social networks. SoICT Éric Gaussier
2011	J	`jnl`	Modèles de RI fondés sur l'information. Document Numérique Stéphane Clinchant, Éric Gaussier
2011	J	`jnl`	Retrieval constraints and word frequency distributions a log-logistic model for IR. Inf. Retr. Stéphane Clinchant, Éric Gaussier
2010	—	`ch.`	Conceptual Indexing Contribution to ImageCLEF Medical Retrieval Tasks. ImageCLEF Loïc Maisonnasse, Jean-Pierre Chevallet, Éric Gaussier
2010	B	`conf`	Improving Corpus Comparability for Bilingual Lexicon Extraction from Comparable Corpora. COLING Bo Li, Éric Gaussier
2010	—	`ch.`	Information Retrieval. Handbook of Natural Language Processing Jacques Savoy, Éric Gaussier
2010	A*	`conf`	Information-based models for ad hoc IR. SIGIR Stéphane Clinchant, Éric Gaussier
2010	C	`conf`	Integration of spatial relationships in visual language model for scene retrieval. CBMI Trong-Ton Pham, Philippe Mulhem, Loïc Maisonnasse, Éric Gaussier, Ali Aït-Bachir
2010	—	`conf`	Modèles de RI fondés sur l'information. CORIA Stéphane Clinchant, Éric Gaussier
2010	C	`conf`	Similarity Learning in Nearest Neighbor and Relief Algorithm. ICMLA Ali Mustafa Qamar, Éric Gaussier
2010	—	`conf`	Similarity learning in nearest neighbor, positive semi-definitiveness and RELIEF algorithm. SoCPaR Ali Mustafa Qamar, Éric Gaussier
2010	J	`jnl`	Statistical Language Models for Information Retrieval - ChengXiang Zhai, Morgan & Claypool, 2008; xiii+125 pp, ISBN 978-1-59829-590-0. Comput. Linguistics Éric Gaussier
2010	J	`jnl`	The ECIR 2010 large scale hierarchical classification workshop. SIGIR Forum Aris Kosmopoulos, Éric Gaussier, Georgios Paliouras, Sujeevan Aseervatham
2010	—	`conf`	Un Modèle de Diffusion de l'Information dans les Réseaux Sociaux. AAFD Cédric Lagnier, Éric Gaussier
2009	—	`conf`	Batch Document Filtering Using Nearest Neighbor Algorithm. CLEF (1) Ali Mustafa Qamar, Éric Gaussier, Nathalie Denos
2009	—	`conf`	Batch Document Filtering Using Nearest Neighbor Algorithm. CLEF (Working Notes) Ali Mustafa Qamar, Éric Gaussier, Nathalie Denos
2009	Misc	`conf`	Bridging Language Modeling and Divergence from Randomness Models: A Log-Logistic Model for IR. ICTIR Stéphane Clinchant, Éric Gaussier
2009	A	`conf`	Model Fusion in Conceptual Language Modeling. ECIR Loïc Maisonnasse, Éric Gaussier, Jean-Pierre Chevallet
2009	—	`conf`	Modèle de langue visuel pour la reconnaissance de scènes. CORIA Trong-Ton Pham, Loïc Maisonnasse, Philippe Mulhem, Éric Gaussier
2009	A*	`conf`	Online and Batch Learning of Generalized Cosine Similarities. ICDM Ali Mustafa Qamar, Éric Gaussier
2009	A	`conf`	Retrieval constraints and word frequency distributions: a log-logistic model for IR. CIKM Stéphane Clinchant, Éric Gaussier
2008	—	`conf`	LIG at ImageCLEF 2008. CLEF Loïc Maisonnasse, Philippe Mulhem, Éric Gaussier, Jean-Pierre Chevallet
2008	—	`conf`	Modélisation de relations dans l'approche modèle de langue en recherche d'information. CORIA Loïc Maisonnasse, Éric Gaussier, Jean-Pierre Chevallet
2008	—	`conf`	Modélisation probabiliste de collections textuelles et distributions de mots. AAFD Stéphane Clinchant, Éric Gaussier
2008	—	`conf`	Multi-Relation Modeling on Multi Concept Extraction LIG participation at ImageClefMed. CLEF (Working Notes) Loïc Maisonnasse, Éric Gaussier, Jean-Pierre Chevallet
2008	—	`conf`	Online Document Filtering Using Adaptive k-NN. CLEF Vincent Bodinier, Ali Mustafa Qamar, Éric Gaussier
2008	A*	`conf`	Similarity Learning for Nearest Neighbor Classification. ICDM Ali Mustafa Qamar, Éric Gaussier, Jean-Pierre Chevallet, Joo-Hwee Lim
2008	A	`conf`	The BNB Distribution for Text Modeling. ECIR Stéphane Clinchant, Éric Gaussier
2008	—	`conf`	Working Notes for the InFile Campaign : Online Document Filtering Using 1 Nearest Neighbor. CLEF (Working Notes) Éric Gaussier, Ali Mustafa Qamar, Vincent Bodinier
2007	—	`conf`	Distributed Categorizer for Large Category Systems. NATO ASI Mining Massive Data Sets for Security Éric Gaussier, François Pacull
2007	—	`conf`	Multiplying Concept Sources for Graph Modeling. CLEF Loïc Maisonnasse, Éric Gaussier, Jean-Pierre Chevallet
2007	—	`conf`	Multiplying Concept Sources for Graph Modeling. CLEF (Working Notes) Loïc Maisonnasse, Éric Gaussier, Jean-Pierre Chevallet
2007	—	`conf`	Recherche d'information: fondements et modèles. INFORSID Éric Gaussier
2007	A*	`conf`	Revisiting the dependence language model for information retrieval. SIGIR Loïc Maisonnasse, Éric Gaussier, Jean-Pierre Chevallet
2006	A*	`conf`	Categorization in multiple category systems. ICML Jean-Michel Renders, Éric Gaussier, Cyril Goutte, François Pacull, Gabriela Csurka
2006	A*	`ed.`	EMNLP 2006, Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, 22-23 July 2006, Sydney, Australia EMNLP Dan Jurafsky, Éric Gaussier
2006	A	`conf`	Lexical Entailment for Information Retrieval. ECIR Stéphane Clinchant, Cyril Goutte, Éric Gaussier
2006	—	`conf`	Multimedia Content Processing and Retrieval in the REVEAL THIS Setting. SAMT (Posters and Demos) Stelios Piperidis, Harris Papageorgiou, Katerina Pastra, Thomas Netousek, Éric Gaussier, Tinne Tuytelaars, Fabio Crestani, Francis Bodson, Chris Mellor
2006	—	`conf`	Revisiting Fisher Kernels for Document Similarities. ECML Martin Nyffenegger, Jean-Cédric Chappelier, Éric Gaussier
2006	—	`conf`	Un modèle de RI basé sur des critères d'obligation et de certitude. CORIA Leïla Kefi, Catherine Berrut, Éric Gaussier
2005	A	`conf`	A Probabilistic Interpretation of Precision, Recall and ECIR Cyril Goutte, Éric Gaussier
2005	J	`jnl`	Assisting medical annotation in Swiss-Prot using statistical classifiers. Int. J. Medical Informatics Pavel B. Dobrokhotov, Cyril Goutte, Anne-Lise Veuthey, Éric Gaussier
2005	J	`jnl`	Automatic processing of multilingual medical terminology: applications to thesaurus enrichment and cross-language information retrieval. Artif. Intell. Medicine Hervé Déjean, Éric Gaussier, Jean-Michel Renders, Fatiha Sadat
2005	—	`conf`	Indexation complexe de documents: vers une vérification qualitative. INFORSID Leïla Kefi, Catherine Berrut, Éric Gaussier
2005	A*	`conf`	Relation between PLSA and NMF and implications. SIGIR Éric Gaussier, Cyril Goutte
2005	—	`conf`	Translating with Non-contiguous Phrases. HLT/EMNLP Michel Simard, Nicola Cancedda, Bruno Cavestro, Marc Dymetman, Éric Gaussier, Cyril Goutte, Kenji Yamada, Philippe Langlais, Arne Mauser
2005	—	`conf`	Une approche à la traduction automatique statistique par segments discontinus. TALN (Articles longs) Michel Simard, Nicola Cancedda, Bruno Cavestro, Marc Dymetman, Éric Gaussier, Cyril Goutte, Philippe Langlais, Arne Mauser, Kenji Yamada
2004	A*	`conf`	A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora. ACL Éric Gaussier, Jean-Michel Renders, Irina Matveeva, Cyril Goutte, Hervé Déjean
2004	A*	`conf`	Aligning words using matrix factorisation. ACL Cyril Goutte, Kenji Yamada, Éric Gaussier
2004	—	`conf`	Corpus-Based vs. Model-Based Selection of Relevant Features. CORIA Cyril Goutte, Pavel B. Dobrokhotov, Éric Gaussier, Anne-Lise Veuthey
2003	—	`conf`	A Probabilistic Information Retrieval Approach to Medical Annotation in SWISS-PROT. MIE Pavel B. Dobrokhotov, Cyril Goutte, Anne-Lise Veuthey, Éric Gaussier
2003	—	`conf`	Combining NLP and probabilistic categorisation for document and term selection for Swiss-Prot medical annotation. ISMB (Supplement of Bioinformatics) Pavel B. Dobrokhotov, Cyril Goutte, Anne-Lise Veuthey, Éric Gaussier
2003	—	`conf`	Modèle d'indexation de documents peu symboliques dans des documents structurés: L'exemple du graphique dans un corpus de documents techniques. INFORSID Leïla Kefi, Catherine Berrut, Éric Gaussier
2003	—	`conf`	Reducing Parameter Space for Word Alignment. ParallelTexts@NAACL-HLT Hervé Déjean, Éric Gaussier, Cyril Goutte, Kenji Yamada
2003	—	`conf`	Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora. CLEF Nicola Cancedda, Hervé Déjean, Éric Gaussier, Jean-Michel Renders, Alexei Vinokourov
2003	—	`conf`	Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora. CLEF (Working Notes) Nicola Cancedda, Hervé Déjean, Éric Gaussier, Jean-Michel Renders, Alexei Vinokourov
2003	J	`jnl`	Word-Sequence Kernels. J. Mach. Learn. Res. Nicola Cancedda, Éric Gaussier, Cyril Goutte, Jean-Michel Renders
2002	A	`conf`	A Hierarchical Model for Clustering and Categorising Documents. ECIR Éric Gaussier, Cyril Goutte, Kris Popat, Francine Chen
2002	B	`conf`	An Approach Based on Multilingual Thesauri and Model Combination for Bilingual Lexicon Extraction. COLING Hervé Déjean, Éric Gaussier, Fatiha Sadat
2002	—	`conf`	Assessing Automatically Extracted Bilingual Lexicons for CLIR in Vertical Domains: XRCE Participation in the GIRT Track of CLEF 2002. CLEF Jean-Michel Renders, Hervé Déjean, Éric Gaussier
2002	B	`conf`	Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition. CoNLL Cyril Goutte, Hervé Déjean, Éric Gaussier, Nicola Cancedda, Jean-Michel Renders
2002	—	`conf`	XRCE Participation in CLEF 2002. CLEF (Working Notes) Jean-Michel Renders, Hervé Déjean, Éric Gaussier
2001	B	`conf`	Probabilistic models for PP-attachment resolution and NP analysis. CoNLL Éric Gaussier, Nicola Cancedda
2001	B	`conf`	Probabilistic models for terminology extraction and knowledge structuring from documents. SMC Éric Gaussier, Nicola Cancedda
2000	B	`conf`	Coreference Resolution Evaluation Based on Descriptive Specificity. LREC François Trouilleux, Éric Gaussier, Gabriel G. Bès, Annie Zaenen
1998	—	`conf`	Flow Network Models for Word Alignment and Terminology Extraction from Bilingual Corpora. COLING-ACL Éric Gaussier
1997	J	`jnl`	Bricks and Skeletons: Some Ideas for the Near Future of MAHT. Mach. Transl. Jean-Marc Langé, Éric Gaussier, Béatrice Daille
1997	—	`conf`	Xerox TREC-6 Site Report: Cross Language Text Retrieval. TREC Éric Gaussier, Gregory Grefenstette, David A. Hull, B. Maximilian Schulze
1996	—	`conf`	Xerox TREC-5 Site Report: Routing, Filtering, NLP, and Spanish Tracks. TREC David A. Hull, Gregory Grefenstette, B. Maximilian Schulze, Éric Gaussier, Hinrich Schütze, Jan O. Pedersen
1994	B	`conf`	Towards Automatic Extraction of Monolingual and Bilingual Terminology. COLING Béatrice Daille, Éric Gaussier, Jean-Marc Langé