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Heavy-tailed Representations, Text Polarity Classification & Data
  Augmentation
v1v2 (latest)

Heavy-tailed Representations, Text Polarity Classification & Data Augmentation

25 March 2020
Hamid Jalalzai
Pierre Colombo
Chloé Clavel
Éric Gaussier
Giovanna Varni
Emmanuel Vignon
Anne Sabourin
ArXiv (abs)PDFHTML

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
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
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
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
Learning Disentangled Textual Representations via Statistical Measures of Similarity
Pierre Colombo
Guillaume Staerman
Nathan Noiry
Pablo Piantanida
FaMLDRL
197
22
0
07 May 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language
  Augmentation
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
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
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
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
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
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
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations
Pierre Colombo
Chloé Clavel
Pablo Piantanida
AAMLDRL
186
51
0
06 May 2021
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
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
Feature Clustering for Support Identification in Extreme Regions
Hamid Jalalzai
Rémi Leluc
49
2
0
13 Aug 2020
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