ReSeTOX: Re-learning attention weights for toxicity mitigation in
machine translation

ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation

19 May 2023

Javier García Gilabert

Carlos Escolano

Marta R. Costa-jussá

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Papers citing "ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation"

14 / 14 papers shown

Title
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better David Dale Elena Voita Loïc Barrault Marta R. Costa-jussá HILM 208 73 0 16 Dec 2022
Toxicity in Multilingual Machine Translation at Scale Marta R. Costa-jussá Eric Michael Smith C. Ropers Daniel Licht Jean Maillard Javier Ferrando Carlos Escolano 69 27 0 06 Oct 2022
A Holistic Approach to Undesired Content Detection in the Real World Todor Markov Chong Zhang Sandhini Agarwal Tyna Eloundou Teddy Lee Steven Adler Angela Jiang L. Weng 110 235 0 05 Aug 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 228 1,266 0 11 Jul 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer Javier Ferrando Gerard I. Gállego Belen Alastruey Carlos Escolano Marta R. Costa-jussá 170 46 0 23 May 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 108 143 0 18 May 2022
Reward Modeling for Mitigating Toxicity in Transformer-based Language Models Farshid Faal K. Schmitt Jia Yuan Yu 59 25 0 19 Feb 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic Yoad Tewel Yoav Shalev Idan Schwartz Lior Wolf VLM 87 195 0 29 Nov 2021
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 63 47 0 10 Aug 2021
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets Irene Solaiman Christy Dennison 99 225 0 18 Jun 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 311 285 0 02 Feb 2021
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 78 234 0 14 Oct 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 168 913 0 03 Jul 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 147 978 0 04 Dec 2019

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