A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models

19 October 2023

Papers citing "A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models"

10 / 10 papers shown

Title
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages Junho Myung Nayeon Lee Yi Zhou Jiho Jin Rifki Afina Putri ... Seid Muhie Yimam Mohammad Taher Pilehvar N. Ousidhoum Jose Camacho-Collados Alice H. Oh 87 30 0 17 Jan 2025
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? Rochelle Choenni Ekaterina Shutova R. Rooij 74 29 0 21 Sep 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 122 90 0 13 Sep 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling Naman Goyal Jingfei Du Myle Ott Giridhar Anantharaman Alexis Conneau 88 98 0 02 May 2021
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond Francesco Barbieri Luis Espinosa Anke Jose Camacho-Collados 76 211 0 25 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 254 374 0 28 Feb 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 210 138 0 23 Jan 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych 69 235 0 31 Dec 2020
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
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,435 0 26 Sep 2016