Automatic Text Evaluation through the Lens of Wasserstein Barycenters

Automatic Text Evaluation through the Lens of Wasserstein Barycenters

27 August 2021

Guillaume Staerman

Pablo Piantanida

Papers citing "Automatic Text Evaluation through the Lens of Wasserstein Barycenters"

14 / 14 papers shown

Title
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs Nicolas Boizard Kevin El Haddad C´eline Hudelot Pierre Colombo 68 14 0 28 Jan 2025
Toward Stronger Textual Attack Detectors Pierre Colombo Marine Picot Nathan Noiry Guillaume Staerman Pablo Piantanida 25 5 0 21 Oct 2023
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer Anastasis Kratsios Evgeny Burnaev Alexander Korotin OT 22 2 0 02 Oct 2023
Repro: An Open-Source Library for Improving the Reproducibility and Usability of Publicly Available Research Code Daniel Deutsch Dan Roth AI4CE 32 2 0 29 Apr 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger AAML ELM 16 20 0 21 Mar 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 15 25 0 15 Mar 2022
Measure Estimation in the Barycentric Coding Model Matthew Werenski Ruijie Jiang Abiy Tasissa Shuchin Aeron James M. Murphy 35 14 0 28 Jan 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 19 40 0 02 Dec 2021
Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo E. Chapuis Matthieu Labeau Chloé Clavel 10 29 0 31 Aug 2021
With Little Power Comes Great Responsibility Dallas Card Peter Henderson Urvashi Khandelwal Robin Jia Kyle Mahowald Dan Jurafsky 225 115 0 13 Oct 2020
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 188 181 0 03 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,417 0 22 Aug 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013