Rémi Lebret

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Karoui Y., Lebret R., Foroutan N., Aberer K. Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Paper, ACL’23). Toronto, Canada. July 2023.
Harvey, R., Lebret, R., Massonnet, S., Aberer, K., Demartini, G. Firearms on Twitter: A Novel Object Detection Pipeline. Proceedings of the International AAAI Conference on Web and Social Media (ICWSM’23). Limassol, Cyprus. June 2023.
Banaei M., Bałazy K. P., Kasymov A., Lebret R., Tabor J., Aberer K. Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models. Findings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL’23). Dubrovnik, Croatia. May 2023.

Foroutan N., Banaei M., Lebret R., Bosselut A., Aberer K. Discovering Language-neutral Sub-Networks in Multilingual Language Models.Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’22). Abu Dhabi, UAE. December 2022.
Mamooler S. , Lebret R., Massonnet S., Aberer K. An Efficient Active Learning Pipeline for Legal Text Classification. Proceedings of the 4th Natural Legal Language Processing Workshop (NLLP’22). Abu Dhabi, UAE. December 2022.
Massonnet S., Romanelli M., Lebret R., Poulsen N., Aberer K. MoZuMa: A Model Zoo for Multimedia Applications. Proceedings of the 30th ACM International Conference on Multimedia (MM’22). Lisbon, Portugal. October 2022.
Foroutan N., Romanou A., Massonnet S., Lebret R., Aberer K. Multilingual text summarization on financial documents. Proceedings of the 4th Financial Narrative Processing Workshop (FNP’22). Marseille, France. June 2022.

Bałazy K., Banaei M., Lebret R., Tabor J., Aberer K. Direction is what you need: Improving Word Embedding Compression in Large Language Models. Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP’21). Online. August 2021.

Liu F., Lebret R., Orel D., Sordet P., Aberer K. Upgrading the Newsroom: An Automated Image Selection System for News Articles. ACM Transactions on Multimedia Computing, Communications, and Applications (Vol. 16). July 2020.

Mohammadshahi A., Lebret R., Aberer K. Aligning multilingual word embeddings for cross-modal retrieval task. Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN’19). Hong Kong, China. November 2019.
Liu F., Lebret R., Aberer K. Visually Grounded Cross-Lingual Transfer Learning. Workshop on Shortcomings in Vision and Language at NAACL’19 (SiVL’19). Minneapolis, Minnesota. June 2019.

Perez F., Lebret R., Aberer K. Weakly supervised active learning with cluster annotation. Bayesian Deep Learning Workshop at NeurIPS’18 (BDL’18). Montreal, Canada. December 2018.
Harkous H., Fawaz K., Lebret R., Schaub F., Shin K. G., Aberer K. Polisis: Automated analysis and presentation of privacy policies using deep learning. Proceedings of the 27th USENIX Security Symposium (USENIX’18). Baltimore, Maryland. August 2018.
Gupta A., Lebret R., Harkous H., Aberer K. 280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia using Character-level Classification. Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’18). New Orleans, Louisiana. February 2018.

Gupta A., Lebret R., Harkous H., Aberer K. Taxonomy Induction using Hypernym Subsequences. Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM’17). Singapore, Singapore. November 2017.
Duong C. T., Lebret R., Aberer K. Multimodal classification for analysing social media. Accepted at the 2017 European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD’17). Skopje, Macedonia. September 2017.

Lebret R., Grangier D., Auli M. Neural Text Generation from Structured Data with Application to the Biography Domain. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP’16). Austin, Texas. November 2016.

Lebret R., Iovleff S., Langrognet F., Biernacki C., Celeux G., Govaert G. Rmixmod: The R Package of the Model-Based Unsupervised, Supervised, and Semi-Supervised Classification Mixmod Library. Journal of Statistical Software (Vol. 67). October 2015.
Lebret R., Pinheiro P. O., Collobert R. Phrase-based Image Captioning. Proceedings of the 32nd International Conference on Machine Learning (ICML’15). Lille, France. July 2015.
Lebret R., Collobert R. “The Sum of Its Parts”: Joint Learning of Word and Phrase Representations with Autoencoders. Deep Learning Workshop at ICML’15 (DLW’15). Lille, France. July 2015.
Lebret R., Collobert R. Rehabilitation of count-based models for word vector representations. Proceedings of the 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing’15). Cairo, Egpyt. April 2015.
Lebret R., Pinheiro P. O., Collobert R. Simple image description generator via a linear phrase-based approach. Workshop Track Proceedings of the 3rd International Conference on Learning Representations (ICLR’15). San Diego, California. May 2015.
Lebret R., Collobert R. N-gram-based low-dimensional representation for document classification. Workshop Track Proceedings of the 3rd International Conference on Learning Representations (ICLR’15). San Diego, California. May 2015.

Lebret R., Collobert R. Word Embeddings through Hellinger PCA. Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL’14). Gothenburg, Sweden. April 2014.

Lebret R., Legrand J., Collobert R. Is deep learning really necessary for word embeddings?. Deep Learning Workshop at NIPS’13 (DLW’13). Lake Tahoe, Nevada. December 2013.