Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation
into Multicultural Proverbs and Sayings

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings

15 September 2023

Chen Cecilia Liu

Timothy Baldwin

Papers citing "Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings"

17 / 17 papers shown

Title
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding Ai Ti Aw Nancy F. Chen LRM 55 69 0 09 Sep 2023
CMMLU: Measuring massive multitask language understanding in Chinese Haonan Li Yixuan Zhang Fajri Koto Yifei Yang Hai Zhao Yeyun Gong Nan Duan Tim Baldwin ALM ELM 89 259 0 15 Jun 2023
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 87 59 0 14 Jun 2023
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet Omar Shaikh Caleb Ziems William B. Held Aryan Pariani Fred Morstatter Diyi Yang 59 14 0 04 Jun 2023
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning Jingyuan Selena She Christopher Potts Sam Bowman Atticus Geiger 63 14 0 30 May 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 57 75 0 24 May 2023
A fine-grained comparison of pragmatic language understanding in humans and language models Jennifer Hu Sammy Floyd Olessia Jouravlev Evelina Fedorenko E. Gibson 64 60 0 13 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 382 2,385 0 09 Nov 2022
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs Laura Ruis Akbir Khan Stella Biderman Sara Hooker Tim Rocktaschel Edward Grefenstette ReLM 48 42 0 26 Oct 2022
Testing the Ability of Language Models to Interpret Figurative Language Emmy Liu Chenxuan Cui Kenneth Zheng Graham Neubig ELM LRM 53 71 0 26 Apr 2022
Quantifying Memorization Across Neural Language Models Nicholas Carlini Daphne Ippolito Matthew Jagielski Katherine Lee Florian Tramèr Chiyuan Zhang PILM 118 620 0 15 Feb 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 100 305 0 20 Dec 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 486 1,917 0 14 Dec 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 162 906 0 03 Jul 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 112 847 0 20 Apr 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 212 6,555 0 05 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 419 20,127 0 23 Oct 2019