Heavy-tailed Representations, Text Polarity Classification & Data
Augmentation

v1v2 (latest)

Heavy-tailed Representations, Text Polarity Classification & Data Augmentation

25 March 2020

Emmanuel Vignon

ArXiv (abs)PDF HTML

Papers citing "Heavy-tailed Representations, Text Polarity Classification & Data Augmentation"

14 / 14 papers shown

Title
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 239 2 0 10 Mar 2025
Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks Anas Himmi Ekhine Irurozki Nathan Noiry Stephan Clémençon Pierre Colombo 193 9 0 17 May 2023
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data Maxime Darrin Pablo Piantanida Pierre Colombo OODD 222 15 0 18 Dec 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 191 55 0 24 Aug 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida FaML DRL 197 22 0 07 May 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 235 88 0 06 Dec 2021
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 129 44 0 02 Dec 2021
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 201 13 0 07 Oct 2021
Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo E. Chapuis Matthieu Labeau Chloé Clavel 180 31 0 31 Aug 2021
Code-switched inspired losses for generic spoken dialog representations E. Chapuis Pierre Colombo Matthieu Labeau Chloe Clave 177 12 0 27 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 197 41 0 27 Aug 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 186 51 0 06 May 2021
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog E. Chapuis Pierre Colombo Matteo Manica Matthieu Labeau Chloé Clavel 170 59 0 23 Sep 2020
Feature Clustering for Support Identification in Extreme Regions Hamid Jalalzai Rémi Leluc 49 2 0 13 Aug 2020