Rémi Lebret

According to our database, Rémi Lebret authored at least 27 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Stance Detection on Social Media with Fine-Tuned Large Language Models.

Ilker Gül, Rémi Lebret, Karl Aberer

CoRR, 2024

2023

Firearms on Twitter: A Novel Object Detection Pipeline.

Ryan Harvey, Rémi Lebret, Stéphane Massonnet, Karl Aberer, Gianluca Demartini

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models.

Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages.

Yasmine Karoui, Rémi Lebret, Negar Foroutan Eghlidi, Karl Aberer

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

AdaGrid: Adaptive Grid Search for Link Prediction Training Objective.

Tim Postuvan, Jiaxuan You, Mohammadreza Banaei, Rémi Lebret, Jure Leskovec

CoRR, 2022

MoZuMa: A Model Zoo for Multimedia Applications.

Stéphane Massonnet, Marco Romanelli, Rémi Lebret, Niels Poulsen, Karl Aberer

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Discovering Language-neutral Sub-networks in Multilingual Language Models.

Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut, Karl Aberer

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

An Efficient Active Learning Pipeline for Legal Text Classification.

Sepideh Mamooler, Rémi Lebret, Stéphane Massonnet, Karl Aberer

Proceedings of the Natural Legal Language Processing Workshop, 2022

2021

Legal Transformer Models May Not Always Help.

Saibo Geng, Rémi Lebret, Karl Aberer

CoRR, 2021

Direction is what you need: Improving Word Embedding Compression in Large Language Models.

Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

2020

Upgrading the Newsroom: An Automated Image Selection System for News Articles.

Fangyu Liu, Rémi Lebret, Didier Orel, Philippe Sordet, Karl Aberer

ACM Trans. Multim. Comput. Commun. Appl., 2020

Spoken Dialect Identification in Twitter using a Multi-filter Architecture.

Mohammadreza Banaei, Rémi Lebret, Karl Aberer

Proceedings of the 5th Swiss Text Analytics Conference and the 16th Conference on Natural Language Processing, 2020

2019

Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task.

Alireza Mohammadshahi, Rémi Lebret, Karl Aberer

Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019

2018

Cluster-Based Active Learning.

Fábio Perez, Rémi Lebret, Karl Aberer

CoRR, 2018

Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning.

Hamza Harkous, Kassem Fawaz, Rémi Lebret, Florian Schaub, Kang G. Shin, Karl Aberer

Proceedings of the 27th USENIX Security Symposium, 2018

280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification.

Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Multimodal Classification for Analysing Social Media.

Chi Thang Duong, Rémi Lebret, Karl Aberer

CoRR, 2017

Taxonomy Induction Using Hypernym Subsequences.

Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Generating Text from Structured Data with Application to the Biography Domain.

Rémi Lebret, David Grangier, Michael Auli

CoRR, 2016

Neural Text Generation from Structured Data with Application to the Biography Domain.

Rémi Lebret, David Grangier, Michael Auli

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Simple Image Description Generator via a Linear Phrase-Based Approach.

Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert

Proceedings of the 3rd International Conference on Learning Representations, 2015

"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders.

Rémi Lebret, Ronan Collobert

CoRR, 2015

N-gram-Based Low-Dimensional Representation for Document Classification.

Rémi Lebret, Ronan Collobert

Proceedings of the 3rd International Conference on Learning Representations, 2015

Phrase-based Image Captioning.

Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert

Proceedings of the 32nd International Conference on Machine Learning, 2015

Rehabilitation of Count-Based Models for Word Vector Representations.

Rémi Lebret, Ronan Collobert

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014

Word Embeddings through Hellinger PCA.

Rémi Lebret, Ronan Collobert

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013

Word Emdeddings through Hellinger PCA.

Rémi Lebret, Ronan Lebret

CoRR, 2013