Spremljaj
Pierre Colombo
Pierre Colombo
CS of Equall & Ass. Prof @Univ ParisSacaly (CentraleSupelec)
Preverjeni e-poštni naslov na centralesupelec.fr - Domača stran
Naslov
Navedeno
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Leto
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
JMLR 2024, 2022
18502022
The BigScience Corpus A 1.6 TB Composite Multilingual Dataset
H Laurençon, L Saulnier, T Wang, C Akiki, AV del Moral, T Le Scao, ...
(𝐎𝐫𝐚𝐥) NeurIPS 2022, 2022
201*2022
Affect-driven dialog generation
P Colombo*, W Witon*, A Modi, J Kennedy, M Kapadia
NAACL 2019, 2019
1842019
Hallucinations in Large Multilingual Translation Models
NM Guerreiro, D Alves, J Waldendorf, B Haddow, A Birch, P Colombo, ...
TACL 2023, 2023
1442023
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
arXiv preprint arXiv:2112.02721, 2021
98*2021
Tower: An open multilingual large language model for translation-related tasks
DM Alves, J Pombal, NM Guerreiro, PH Martins, J Alves, A Farajian, ...
(oral) COLM 2024, 2024
912024
Guiding attention in sequence-to-sequence models for dialogue act prediction
P Colombo*, E Chapuis*, M Manica, E Vignon, G Varni, C Clavel
(𝐎𝐫𝐚𝐥) AAAI 2020, 2020
902020
Hierarchical pre-training for sequence labelling in spoken dialog
E Chapuis*, P Colombo*, M Manica, M Labeau, C Clavel
Finding of EMNLP 2020, 2020
792020
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations
P Colombo, C Clavel, P Piantanida
(𝐎𝐫𝐚𝐥) ACL 2021, 2021
782021
xcomet: Transparent Machine Translation Evaluation through Fine-grained Error Detection
NM Guerreiro, R Rei, D Stigt, L Coheur, P Colombo, AFT Martins
TACL 12, 979-995, 2024
762024
Saullm-7b: A pioneering large language model for law
P Colombo, TP Pires, M Boudiaf, D Culver, R Melo, C Corro, AFT Martins, ...
arXiv preprint arXiv:2403.03883, 2024
612024
Heavy-tailed representations, text polarity classification & data augmentation
H Jalalzai*, P Colombo*, C Clavel, É Gaussier, G Varni, E Vignon, ...
NeurIPS 2020, 2020
582020
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation
P Colombo, C Clave, P Piantanida
(𝐎𝐫𝐚𝐥) 🏆 𝐁𝐞𝐬𝐭 𝐒𝐭𝐮𝐝𝐞𝐧𝐭 𝐏𝐚𝐩𝐞𝐫 𝐀𝐰𝐚𝐫𝐝 🏆 AAAI 2022, 2021
572021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters
P Colombo, G Staerman, C Clavel, P Piantanida
(𝐎𝐫𝐚𝐥) EMNLP 2021, 2021
562021
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation
C Chhun, P Colombo, C Clavel, FM Suchanek
(𝐎𝐫𝐚𝐥) COLING 2022, 2022
552022
A Differential Entropy Estimator for Training Neural Networks
G Pichler, PJA Colombo, M Boudiaf, G Koliander, P Piantanida
(𝐎𝐫𝐚𝐥) ICML 2022, 2022
542022
Beyond Mahalanobis Distance for Textual OOD Detection
P Colombo, EDC Gomes, G Staerman, N Noiry, P Piantanida
NeurIPS 2022, 2022
512022
Disney at iest 2018: Predicting emotions using an ensemble
W Witon*, P Colombo*, A Modi, M Kapadia
Wassa @EMNP2018, 2018
482018
Steering large language models for machine translation with finetuning and in-context learning
DM Alves, NM Guerreiro, J Alves, J Pombal, R Rei, JGC de Souza, ...
Findings of EMNLP 2023, 2023
46*2023
Improving Multimodal fusion via Mutual Dependency Maximisation
P Colombo, E Chapuis, M Labeau, C Clavel
(𝐎𝐫𝐚𝐥) EMNLP 2021, 2021
462021
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