The power of Prompts: Evaluating and Mitigating Gender Bias in MT with
LLMs

The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs

26 July 2024

Carlos Escolano

Francesca de Luca Fornaciari

Papers citing "The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs"

19 / 19 papers shown

Title
A Prompt Response to the Demand for Automatic Gender-Neutral Translation Beatrice Savoldi Andrea Piergentili Dennis Fucci Matteo Negri L. Bentivogli 65 14 0 08 Feb 2024
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 84 349 0 24 May 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 79 165 0 23 Apr 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 74 65 0 03 Mar 2023
ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT Xiang Wei Xingyu Cui Ning Cheng Xiaobin Wang Xin Zhang ... Jinan Xu Jinan Xu Meishan Zhang Yong Jiang Wenjuan Han 71 338 0 20 Feb 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 82 108 0 02 Feb 2023
In-context Examples Selection for Machine Translation Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 85 196 0 05 Dec 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 183 3,128 0 20 Oct 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 223 1,263 0 11 Jul 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 480 6,240 0 05 Apr 2022
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 63 70 0 08 Sep 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 145 747 0 18 Apr 2021
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 75 855 0 21 Oct 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 118 140 0 09 Apr 2020
A Call for Clarity in Reporting BLEU Scores Matt Post 151 2,988 0 23 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 897 6,790 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 382 7,962 0 17 Aug 2015
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 246 6,776 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 558 27,311 0 01 Sep 2014