Carlos Lassance

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 53

Top Topics

Reference Models

Dimensionality Reduction

Information Retrieval

Top Venues

Publications

Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin
Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses. SIGIR (2024)
Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance
SPLATE: Sparse Late Interaction Retrieval. SIGIR (2024)
Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance
SPLATE: Sparse Late Interaction Retrieval. CoRR (2024)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE. ECIR (2) (2024)
Carlos Lassance, Hervé Déjean, Thibault Formal, Stéphane Clinchant
SPLADE-v3: New baselines for SPLADE. CoRR (2024)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE. CoRR (2024)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
Towards Effective and Efficient Sparse Neural Information Retrieval. ACM Trans. Inf. Syst. 42 (5) (2024)
Carlos Lassance, Simon Lupart, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
A Static Pruning Study on Sparse Neural Retrievers. SIGIR (2023)
Carlos Lassance
Extending English IR methods to multi-lingual IR. CoRR (2023)
Carlos Lassance, Stéphane Clinchant
The tale of two MS MARCO - and their unfair comparisons. CoRR (2023)
Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. SIGIR (2023)
Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin
Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard. CoRR (2023)
Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. CoRR (2023)
Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal
Benchmarking Middle-Trained Language Models for Neural Search. SIGIR (2023)
Carlos Lassance, Simon Lupart, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
A Static Pruning Study on Sparse Neural Retrievers. CoRR (2023)
Haonan Chen, Carlos Lassance, Jimmy Lin
End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene. CoRR (2023)
Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. CoRR (2023)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant
An Experimental Study on Pretraining Transformers from Scratch for IR. CoRR (2023)
Vaishali Pal, Carlos Lassance, Hervé Déjean, Stéphane Clinchant
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters. CoRR (2023)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant
An Experimental Study on Pretraining Transformers from Scratch for IR. ECIR (1) (2023)
Carlos Lassance, Stéphane Clinchant
The Tale of Two MSMARCO - and Their Unfair Comparisons. SIGIR (2023)
Carlos Lassance, Stéphane Clinchant
Naver Labs Europe (SPLADE) @ TREC Deep Learning 2022. CoRR (2023)
Vaishali Pal, Carlos Lassance, Hervé Déjean, Stéphane Clinchant
Parameter-Efficient Sparse Retrievers and Rerankers Using Adapters. ECIR (2) (2023)
Carlos Lassance, Stéphane Clinchant
Naver Labs Europe (SPLADE) @ TREC NeuCLIR 2022. CoRR (2023)
Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal
Benchmarking Middle-Trained Language Models for Neural Search. CoRR (2023)
Carlos Lassance, Stéphane Clinchant
Naver Labs Europe (SPLADE) @ TREC NeuCLIR 2022. TREC (2022)
Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. TREC (2022)
Carlos Lassance, Stéphane Clinchant
An Efficiency Study for SPLADE Models. SIGIR (2022)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. SIGIR (2022)
Carlos Lassance, Stéphane Clinchant
An Efficiency Study for SPLADE Models. CoRR (2022)
Carlos Lassance, Thibault Formal, Stéphane Clinchant
Composite Code Sparse Autoencoders for first stage retrieval. CoRR (2022)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. CoRR (2022)
Carlos Lassance, Maroua Maachou, Joohee Park, Stéphane Clinchant
Learned Token Pruning in Contextualized Late Interaction over BERT (ColBERT). SIGIR (2022)
Mounia Hamidouche, Carlos Lassance, Yuqing Hu, Lucas Drumetz, Bastien Pasdeloup, Vincent Gripon
Improving Classification Accuracy with Graph Filtering. CoRR (2021)
Carlos Lassance, Thibault Formal, Stéphane Clinchant
Composite Code Sparse Autoencoders for First Stage Retrieval. SIGIR (2021)
Thibaut Thonet, Stéphane Clinchant, Carlos Lassance, Elvin Isufi, Jiaqi Ma, Yutong Xie, Jean-Michel Renders, Michael M. Bronstein
GReS: Workshop on Graph Neural Networks for Recommendation and Search. RecSys (2021)
Yannis Kalantidis, Carlos Lassance, Jon Almazán, Diane Larlus
TLDR: Twin Learning for Dimensionality Reduction. CoRR (2021)
Carlos Lassance, Yasir Latif, Ravi Garg, Vincent Gripon, Ian Reid
Improved Visual Localization via Graph Filtering. J. Imaging 7 (2) (2021)
Carlos Lassance, Arnaud Sors, Stéphane Clinchant, Thibault Formal, Benjamin Piwowarski
Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021. TREC (2021)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. CoRR (2021)
Carlos Lassance, Myriam Bontonou, Mounia Hamidouche, Bastien Pasdeloup, Lucas Drumetz, Vincent Gripon
Graphs as Tools to Improve Deep Learning Methods. CoRR (2021)
Carlos Lassance, Maroua Maachou, Joohee Park, Stéphane Clinchant
A Study on Token Pruning for ColBERT. CoRR (2021)
Mounia Hamidouche, Carlos Lassance, Yuqing Hu, Lucas Drumetz, Bastien Pasdeloup, Vincent Gripon
Improving Classification Accuracy With Graph Filtering. ICIP (2021)
Carlos Lassance, Vincent Gripon, Antonio Ortega
Representing Deep Neural Networks Latent Space Geometries with Graphs. Algorithms 14 (2) (2021)
Yiding Jiang, Parth Natekar, Manik Sharma, Sumukh K. Aithal, Dhruva Kashyap, Natarajan Subramanyam, Carlos Lassance, Daniel M. Roy, Gintare Karolina Dziugaite, Suriya Gunasekar, Isabelle Guyon, Pierre Foret, Scott Yak, Hossein Mobahi, Behnam Neyshabur, Samy Bengio
Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning. NeurIPS (Competition and Demos) (2020)
Carlos Lassance, Vincent Gripon, Gonzalo Mateos
Graph Topology Inference Benchmarks for Machine Learning. MLSP (2020)
Carlos Lassance, Vincent Gripon, Gonzalo Mateos
Graph topology inference benchmarks for machine learning. CoRR (2020)
Carlos Lassance, Vincent Gripon, Antonio Ortega
Representing Deep Neural Networks Latent Space Geometries with Graphs. CoRR (2020)
Vincent Gripon, Carlos Lassance, Ghouthi Boukli Hacene
DecisiveNets: Training Deep Associative Memories to Solve Complex Machine Learning Problems. CoRR (2020)
Carlos Lassance
Graphs for deep learning representations. CoRR (2020)
Carlos Lassance, Louis Béthune, Myriam Bontonou, Mounia Hamidouche, Vincent Gripon
Ranking Deep Learning Generalization using Label Variation in Latent Geometry Graphs. CoRR (2020)
Ghouthi Boukli Hacene, Carlos Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio
Attention Based Pruning for Shift Networks. ICPR (2020)
Carlos Lassance, Myriam Bontonou, Ghouthi Boukli Hacene, Vincent Gripon, Jian Tang, Antonio Ortega
Deep Geometric Knowledge Distillation with Graphs. ICASSP (2020)