Rémi Lebret

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Active Learning

Document Classification

Top Venues

ICLR (Workshop)

Publications

Ilker Gül, Rémi Lebret, Karl Aberer
Stance Detection on Social Media with Fine-Tuned Large Language Models. CoRR (2024)
Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models. EACL (Findings) (2023)
Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models. CoRR (2023)
Ryan Harvey, Rémi Lebret, Stéphane Massonnet, Karl Aberer, Gianluca Demartini
Firearms on Twitter: A Novel Object Detection Pipeline. ICWSM (2023)
Yasmine Karoui, Rémi Lebret, Negar Foroutan, Karl Aberer
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages. CoRR (2023)
Yasmine Karoui, Rémi Lebret, Negar Foroutan Eghlidi, Karl Aberer
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages. ACL (2) (2023)
Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut, Karl Aberer
Discovering Language-neutral Sub-networks in Multilingual Language Models. EMNLP (2022)
Sepideh Mamooler, Rémi Lebret, Stéphane Massonnet, Karl Aberer
An Efficient Active Learning Pipeline for Legal Text Classification. NLLP@EMNLP (2022)
Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut, Karl Aberer
Discovering Language-neutral Sub-networks in Multilingual Language Models. CoRR (2022)
Sepideh Mamooler, Rémi Lebret, Stéphane Massonnet, Karl Aberer
An Efficient Active Learning Pipeline for Legal Text Classification. CoRR (2022)
Tim Postuvan, Jiaxuan You, Mohammadreza Banaei, Rémi Lebret, Jure Leskovec
AdaGrid: Adaptive Grid Search for Link Prediction Training Objective. CoRR (2022)
Stéphane Massonnet, Marco Romanelli, Rémi Lebret, Niels Poulsen, Karl Aberer
MoZuMa: A Model Zoo for Multimedia Applications. ACM Multimedia (2022)
Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer
Direction is what you need: Improving Word Embedding Compression in Large Language Models. RepL4NLP@ACL-IJCNLP (2021)
Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer
Direction is what you need: Improving Word Embedding Compression in Large Language Models. CoRR (2021)
Saibo Geng, Rémi Lebret, Karl Aberer
Legal Transformer Models May Not Always Help. CoRR (2021)
Fangyu Liu, Rémi Lebret, Didier Orel, Philippe Sordet, Karl Aberer
Upgrading the Newsroom: An Automated Image Selection System for News Articles. CoRR (2020)
Mohammadreza Banaei, Rémi Lebret, Karl Aberer
Spoken Dialect Identification in Twitter using a Multi-filter Architecture. SwissText/KONVENS (2020)
Mohammadreza Banaei, Rémi Lebret, Karl Aberer
Spoken dialect identification in Twitter using a multi-filter architecture. CoRR (2020)
Fangyu Liu, Rémi Lebret, Didier Orel, Philippe Sordet, Karl Aberer
Upgrading the Newsroom: An Automated Image Selection System for News Articles. ACM Trans. Multim. Comput. Commun. Appl. 16 (3) (2020)
Alireza Mohammadshahi, Rémi Lebret, Karl Aberer
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task. LANTERN@EMNLP-IJCNLP (2019)
Alireza Mohammadshahi, Rémi Lebret, Karl Aberer
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task. CoRR (2019)
Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer
280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification. AAAI (2018)
Hamza Harkous, Kassem Fawaz, Rémi Lebret, Florian Schaub, Kang G. Shin, Karl Aberer
Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning. USENIX Security Symposium (2018)
Hamza Harkous, Kassem Fawaz, Rémi Lebret, Florian Schaub, Kang G. Shin, Karl Aberer
Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning. CoRR (2018)
Fábio Perez, Rémi Lebret, Karl Aberer
Cluster-Based Active Learning. CoRR (2018)
Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer
280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia using Character-level Classification. CoRR (2017)
Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer
Taxonomy Induction Using Hypernym Subsequences. CIKM (2017)
Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer
Taxonomy Induction using Hypernym Subsequences. CoRR (2017)
Chi Thang Duong, Rémi Lebret, Karl Aberer
Multimodal Classification for Analysing Social Media. CoRR (2017)
Rémi Lebret, David Grangier, Michael Auli
Generating Text from Structured Data with Application to the Biography Domain. CoRR (2016)
Rémi Lebret, David Grangier, Michael Auli
Neural Text Generation from Structured Data with Application to the Biography Domain. EMNLP (2016)
Rémi Lebret, Ronan Collobert
"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders. CoRR (2015)
Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert
Phrase-based Image Captioning. CoRR (2015)
Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert
Simple Image Description Generator via a Linear Phrase-Based Approach. ICLR (Workshop) (2015)
Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert
Phrase-based Image Captioning. ICML (2015)
Rémi Lebret, Ronan Collobert
N-gram-Based Low-Dimensional Representation for Document Classification. ICLR (Workshop) (2015)
Rémi Lebret, Ronan Collobert
Rehabilitation of Count-Based Models for Word Vector Representations. CICLing (1) (2015)
Rémi Lebret, Ronan Collobert
Rehabilitation of Count-based Models for Word Vector Representations. CoRR (2014)
Rémi Lebret, Ronan Collobert
Word Embeddings through Hellinger PCA. EACL (2014)
Rémi Lebret, Ronan Lebret
Word Emdeddings through Hellinger PCA. CoRR (2013)