Title
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models Ercong Nie Helmut Schmid Hinrich Schutze 59 0 0 22 May 2025
MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language Seyoung Song Seogyeong Jeong Eunsu Kim Jiho Jin Dongkwan Kim Jay Shin Alice Oh 63 0 0 20 May 2025
ReLI: A Language-Agnostic Approach to Human-Robot Interaction Linus Nwankwo Bjoern Ellensohn Ozan Özdenizci Elmar Rueckert LM&Ro 158 0 0 03 May 2025
CULEMO: Cultural Lenses on Emotion -- Benchmarking LLMs for Cross-Cultural Emotion Understanding Tadesse Destaw Belay Ahmed Haj Ahmed Alvin Grissom II Iqra Ameer Grigori Sidorov Olga Kolesnikova Seid Muhie Yimam 87 0 0 12 Mar 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 135 0 0 16 Feb 2025
Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages Shreyan Biswas Alexander Erlei U. Gadiraju 158 4 0 13 Feb 2025
Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study Calvin Cheng Scott A. Hale 412 1 0 04 Feb 2025
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 92 1 0 31 Dec 2024
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages Amir Hossein Kargaran François Yvon Hinrich Schutze VLM 81 7 0 31 Oct 2024
Danoliteracy of Generative Large Language Models Søren Vejlgaard Holm Lars Kai Hansen Martin Carsten Nielsen ELM 68 0 0 30 Oct 2024
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey Xinyu Wang Wenbo Zhang Sarah Rajtmajer 68 3 0 24 Oct 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 75 0 0 19 Aug 2024
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models Nikhil Sharma Kenton Murray Ziang Xiao 93 1 0 07 Jul 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 101 3 0 29 Jun 2024
AudioBench: A Universal Benchmark for Audio Large Language Models Bin Wang Xunlong Zou Geyu Lin Siyang Song Zhuohan Liu Wenyu Zhang Zhengyuan Liu AiTi Aw Nancy F. Chen AuLLM ELM LM&MA 129 33 0 23 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 104 7 0 22 Jun 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models David Ifeoluwa Adelani Jessica Ojo Israel Abebe Azime Jian Yun Zhuang Jesujoba Oluwadara Alabi ... Salomey Osei Sokhar Samb Tadesse Kebede Guge Pontus Stenetorp Pontus Stenetorp ELM 132 10 0 05 Jun 2024
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models Chaoqun Liu Wenxuan Zhang Yiran Zhao Anh Tuan Luu Lidong Bing LRM 70 13 0 15 Mar 2024
CataractBot: An LLM-Powered Expert-in-the-Loop Chatbot for Cataract Patients Pragnya Ramjee Bhuvan Sachdeva Satvik Golechha Shreyas Kulkarni Geeta Fulari Kaushik Murali Mohit Jain 37 11 0 07 Feb 2024
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support Inhwa Song Sachin R. Pendse Neha Kumar Munmun De Choudhury AI4MH 56 17 0 25 Jan 2024
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 91 61 0 24 May 2023
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 376 2,382 0 09 Nov 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 225 363 0 06 Oct 2022
On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data Kabir Ahuja Monojit Choudhury Sandipan Dandapat 41 3 0 12 May 2022
IndicXNLI: Evaluating Multilingual Inference for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 68 28 0 19 Apr 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 461 6,231 0 05 Apr 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 318 347 0 02 Feb 2022
Show Your Work: Scratchpads for Intermediate Computation with Language Models Maxwell Nye Anders Andreassen Guy Gur-Ari Henryk Michalewski Jacob Austin ... Aitor Lewkowycz Maarten Bosma D. Luan Charles Sutton Augustus Odena ReLM LRM 171 741 0 30 Nov 2021
Systematic Inequalities in Language Technology Performance across the World's Languages Damián E. Blasi Antonios Anastasopoulos Graham Neubig 157 137 0 13 Oct 2021
Discrete and Soft Prompting for Multilingual Models Mengjie Zhao Hinrich Schütze LRM 51 72 0 08 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 155 3,742 0 03 Sep 2021
Assessing Political Prudence of Open-domain Chatbots Yejin Bang Nayeon Lee Etsuko Ishii Andrea Madotto Pascale Fung 63 24 0 11 Jun 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 133 746 0 18 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 57 187 0 15 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 378 1,374 0 17 Jan 2021
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 66 323 0 18 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 61 321 0 01 May 2020
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 46 147 0 26 Apr 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 107 847 0 20 Apr 2020
A New Dataset for Natural Language Inference from Code-mixed Conversations Simran Khanuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury 62 41 0 10 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 167 973 0 24 Mar 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 141 608 0 10 Mar 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 201 6,546 0 05 Nov 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 191 796 0 25 Oct 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 143 1,408 0 04 Jun 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 256 2,309 0 02 May 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 93 678 0 19 Apr 2019
PAWS: Paraphrase Adversaries from Word Scrambling Yuan Zhang Jason Baldridge Luheng He 68 543 0 01 Apr 2019
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 1.1K 7,154 0 20 Apr 2018
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 266 8,127 0 16 Jun 2016