Thomas Dopierre

According to our database, Thomas Dopierre authored at least 6 papers between 2020 and 2021.

Collaborative distances:

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

2021

Few-Shot Intent Classification in User-Generated Short Texts: Application to Conversational Agents. (Classification d'intentions de requêtes générées par utilisateurs en régime «few-shot»: Application aux agents conversationnels).

Thomas Dopierre

PhD thesis, 2021

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.

Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Rishabh Gupta, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, et al.

CoRR, 2021

ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning.

Thomas Dopierre, Christophe Gravier, Wilfried Logerais

CoRR, 2021

A Neural Few-Shot Text Classification Reality Check.

Thomas Dopierre, Christophe Gravier, Wilfried Logerais

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing.

Thomas Dopierre, Christophe Gravier, Wilfried Logerais

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Few-shot Pseudo-Labeling for Intent Detection.

Thomas Dopierre, Christophe Gravier, Julien Subercaze, Wilfried Logerais

Proceedings of the 28th International Conference on Computational Linguistics, 2020