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Pierre Colombo
Pierre Colombo
Post Doc Researcher - CNRS/MILA
Verified email at centralesupelec.fr - Homepage
Title
Cited by
Cited by
Year
Affect-driven dialog generation
P Colombo*, W Witon*, A Modi, J Kennedy, M Kapadia
NAACL 2019, 2019
712019
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
252020
Hierarchical pre-training for sequence labelling in spoken dialog
E Chapuis*, P Colombo*, M Manica, M Labeau, C Clavel
Finding of EMNLP 2020, 2020
162020
Heavy-tailed representations, text polarity classification & data augmentation
H Jalalzai*, P Colombo*, C Clavel, É Gaussier, G Varni, E Vignon, ...
NeurIPS 2020, 2020
152020
Automatic Text Evaluation through the Lens of Wasserstein Barycenters
P Colombo, G Staerman, C Clavel, P Piantanida
(oral) EMNLP 2021, 2021
142021
Disney at iest 2018: Predicting emotions using an ensemble
W Witon*, P Colombo*, A Modi, M Kapadia
Wassa @EMNP2018, 2018
142018
The importance of fillers for text representations of speech transcripts
T Dinkar*, P Colombo*, M Labeau, C Clavel
EMNLP 2020, 2020
132020
From the token to the review: A hierarchical multimodal approach to opinion mining
A Garcia*, P Colombo*, S Essid, F d'Alché-Buc, C Clavel
EMNLP 2019, 2019
122019
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations
P Colombo, C Clavel, P Piantanida
(oral) ACL 2021, 2021
102021
Improving Multimodal fusion via Mutual Dependency Maximisation
P Colombo, E Chapuis, M Labeau, C Clavel
(oral) EMNLP 2021, 2021
72021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions
G Staerman, P Mozharovskyi, P Colombo, S Clémençon, F d'Alché-Buc
arXiv e-prints, arXiv: 2103.12711, 2021
6*2021
Code-switched inspired losses for generic spoken dialog representations
E Chapuis*, P Colombo*, M Labeau, C Clavel
EMNLP 2021, 2021
52021
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
42021
Beam Search with Bidirectional Strategies for Neural Response Generation
P Colombo, C Yang, G Varni, C Clavel
ICNLSP 2021, 2021
42021
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation
P Colombo, C Clave, P Piantanida
(best student paper award) AAAI 2022, 2021
32021
KNIFE: Kernelized-Neural Differential Entropy Estimation
G Pichler, P Colombo, M Boudiaf, G Koliander, P Piantanida
ICML 2022, 2022
12022
What are the best systems? New perspectives on NLP Benchmarking
P Colombo, N Noiry, E Irurozki, S Clémençon
arXiv preprint arXiv:2202.03799, 2022
12022
Code-switched inspired losses for spoken dialog representations
P Colombo, E Chapuis, M Labeau, C Clavel
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
12021
Learning Disentangled Textual Representations via Statistical Measures of Similarity
P Colombo, G Staerman, N Noiry, P Piantanida
(oral) ACL 2022, 2022
2022
Apprendre à représenter et à générer du texte en utilisant des mesures d'information
P Colombo
Institut Polytechnique de Paris, 2021
2021
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