Title
Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language Models Haoqiang Kang Terra Blevins Luke Zettlemoyer 19 2 0 26 Apr 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 15 23 0 19 Apr 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 29 139 0 10 Apr 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback Wenxiang Jiao Jen-tse Huang Wenxuan Wang Zhiwei He Tian Liang Xing Wang Shuming Shi Zhaopeng Tu ALM 44 44 0 05 Apr 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 18 140 0 28 Mar 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 27 19 0 18 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 25 60 0 03 Mar 2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources Samuel Cahyawijaya Holy Lovenia Alham Fikri Aji Genta Indra Winata Bryan Wilie ... Timothy Baldwin Sebastian Ruder Herry Sujaini S. Sakti Ayu Purwarianti 19 47 0 19 Dec 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 71 2,301 0 09 Nov 2022
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 225 103 0 27 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 61 85 0 14 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 106 92 0 06 Oct 2022
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 62 45 0 29 Sep 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 22 3 0 22 Sep 2022
Do language models make human-like predictions about the coreferents of Italian anaphoric zero pronouns? J. Michaelov Benjamin Bergen 17 6 0 30 Aug 2022
Using natural language prompts for machine translation Xavier Garcia Orhan Firat AI4CE 23 30 0 23 Feb 2022
Enhancing Cross-lingual Prompting with Dual Prompt Augmentation Meng Zhou Xin Li Yuechun Jiang Lidong Bing LRM 26 5 0 15 Feb 2022
Frame Shift Prediction Zheng-Xin Yong Patrick Watson Tiago Timponi Torrent Oliver Czulo Collin F. Baker 16 2 0 05 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 211 1,654 0 15 Oct 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
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,913 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,576 0 03 Sep 2019