Title
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts Caroline Brun Vassilina Nikoulina 29 1 0 25 Jun 2024
modeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models Nathan A. Chi Teodor Malchev Riley Kong Ryan A. Chi Lucas Huang Ethan A. Chi R. Thomas McCoy Dragomir R. Radev LRM 28 8 0 24 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 65 4 0 22 Jun 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training Hetong Wang Pasquale Minervini E. Ponti 20 7 0 19 Jun 2024
Multilingual Synopses of Movie Narratives: A Dataset for Story Understanding Yidan Sun Jianfei Yu Boyang Li 49 0 0 18 Jun 2024
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models Minseok Choi Kyunghyun Min Jaegul Choo MU AAML 24 1 0 18 Jun 2024
Multilingual Large Language Models and Curse of Multilinguality Daniil Gurgurov Tanja Bäumel Tatiana Anikina 78 4 0 15 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages Holy Lovenia Rahmad Mahendra Salsabil Maulana Akbar Lester James Validad Miranda Jennifer Santoso ... Genta Indra Winata Ruochen Zhang Fajri Koto Zheng-Xin Yong Samuel Cahyawijaya 77 9 0 14 Jun 2024
Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs Weixuan Wang Barry Haddow Wei Peng Alexandra Birch MILM 28 9 0 13 Jun 2024
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning Janghoon Han Changho Lee Joongbo Shin Stanley Jungkyu Choi Honglak Lee Kynghoon Bae ALM 24 0 0 13 Jun 2024
Guiding In-Context Learning of LLMs through Quality Estimation for Machine Translation Javad Pourmostafa Roshan Sharami D. Shterionov Pieter Spronck 26 0 0 12 Jun 2024
BertaQA: How Much Do Language Models Know About Local Culture? Julen Etxaniz Gorka Azkune A. Soroa Oier López de Lacalle Mikel Artetxe 36 6 0 11 Jun 2024
Effectively Compress KV Heads for LLM Hao Yu Zelan Yang Shen Li Yong Li Jianxin Wu MQ VLM 31 12 0 11 Jun 2024
BERTs are Generative In-Context Learners David Samuel 32 5 0 07 Jun 2024
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation Yongjing Yin Jiali Zeng Yafu Li Fandong Meng Yue Zhang 39 1 0 03 Jun 2024
MACT: Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing Jiangming Liu 37 1 0 03 Jun 2024
Presence or Absence: Are Unknown Word Usages in Dictionaries? Xianghe Ma Dominik Schlechtweg Wei-Ye Zhao 34 3 0 02 Jun 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions Chong Li Wen Yang Jiajun Zhang Jinliang Lu Shaonan Wang Chengqing Zong 39 6 0 30 May 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners Shimao Zhang Changjiang Gao Wenhao Zhu Jiajun Chen Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang 32 5 0 22 May 2024
G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation Xingyuan Pan Luyang Huang Liyan Kang Zhicheng Liu Yu Lu Shanbo Cheng ALM 35 11 0 21 May 2024
Targeted Multilingual Adaptation for Low-resource Language Families C.M. Downey Terra Blevins Dhwani Serai Dwija Parikh Shane Steinert-Threlkeld 32 2 0 20 May 2024
Modeling Bilingual Sentence Processing: Evaluating RNN and Transformer Architectures for Cross-Language Structural Priming Bushi Xiao Chao Gao Demi Zhang 23 2 0 15 May 2024
Zero-Shot Tokenizer Transfer Benjamin Minixhofer E. Ponti Ivan Vulić VLM 44 9 0 13 May 2024
Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking Emre Can Acikgoz Mete Erdogan Deniz Yuret 30 7 0 07 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 58 17 0 30 Apr 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 26 5 0 28 Apr 2024
Understanding the role of FFNs in driving multilingual behaviour in LLMs Sunit Bhattacharya Ondrej Bojar 21 2 0 22 Apr 2024
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models Aitor Ormazabal Che Zheng Cyprien de Masson dÁutume Dani Yogatama Deyu Fu ... Yazheng Yang Yi Tay Yuqi Wang Zhongkai Zhu Zhihui Xie LRM VLM ReLM 28 47 0 18 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 58 44 0 17 Apr 2024
Towards Practical Tool Usage for Continually Learning LLMs Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar CLL KELM 56 4 0 14 Apr 2024
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model Zita Lifelo Huansheng Ning Sahraoui Dhelim AI4MH 38 0 0 13 Apr 2024
Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations Dayeon Ki Marine Carpuat 36 17 0 11 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 63 5 0 11 Apr 2024
Understanding Cross-Lingual Alignment -- A Survey Katharina Hämmerl Jindvrich Libovický Alexander M. Fraser 36 10 0 09 Apr 2024
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence Bo Peng Daniel Goldstein Quentin G. Anthony Alon Albalak Eric Alcaide ... Bingchen Zhao Qihang Zhao Peng Zhou Jian Zhu Ruijie Zhu 51 74 0 08 Apr 2024
Language-Independent Representations Improve Zero-Shot Summarization V. Solovyev Danni Liu Jan Niehues 27 0 0 08 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 36 0 07 Apr 2024
Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT Amirhossein Abaskohi Sara Baruni Mostafa Masoudi Nesa Abbasi Mohammad Hadi Babalou ... Samin Mahdizadeh Sani Nikoo Naghavian Danial Namazifard Pouya Sadeghi Yadollah Yaghoobzadeh LRM 24 4 0 03 Apr 2024
IndoCulture: Exploring Geographically-Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces Fajri Koto Rahmad Mahendra Nurul Aisyah Timothy Baldwin LRM 61 16 0 02 Apr 2024
Release of Pre-Trained Models for the Japanese Language Kei Sawada Tianyu Zhao Makoto Shing Kentaro Mitsui Akio Kaga Yukiya Hono Toshiaki Wakatsuki Koh Mitsuda 24 10 0 02 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 19 36 0 01 Apr 2024
Latxa: An Open Language Model and Evaluation Suite for Basque Julen Etxaniz Oscar Sainz Naiara Pérez Itziar Aldabe German Rigau Eneko Agirre Aitor Ormazabal Mikel Artetxe A. Soroa ELM 34 22 0 29 Mar 2024
Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation Chenming Tang Zhixiang Wang Yunfang Wu 21 1 0 28 Mar 2024
RuBia: A Russian Language Bias Detection Dataset Veronika Grigoreva Anastasiia Ivanova I. Alimova Ekaterina Artemova 30 1 0 26 Mar 2024
LLMs Are Few-Shot In-Context Low-Resource Language Learners Samuel Cahyawijaya Holy Lovenia Pascale Fung 38 34 0 25 Mar 2024
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations Jiaxing Sun Weiquan Huang Jiang Wu Chenya Gu Wei Li Songyang Zhang Hang Yan Conghui He LRM 39 5 0 21 Mar 2024
Do Not Worry if You Do Not Have Data: Building Pretrained Language Models Using Translationese Meet Doshi Raj Dabre Pushpak Bhattacharyya SyDa 26 2 0 20 Mar 2024
Enhancing Taiwanese Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems Bo-Han Lu Yi-Hsuan Lin En-Shiun Annie Lee Richard Tzong-Han Tsai 16 0 0 18 Mar 2024
Deciphering Hate: Identifying Hateful Memes and Their Targets E. Hossain Omar Sharif M. M. Hoque S. Preum 44 4 0 16 Mar 2024
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models Chaoqun Liu Wenxuan Zhang Yiran Zhao A. Luu Lidong Bing LRM 32 9 0 15 Mar 2024