Title
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 66 0 0 01 May 2025
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization Enes Özeren Yihong Liu Hinrich Schütze 23 0 0 21 Apr 2025
Sun-Shine: A Large Language Model for Tibetan Culture Cheng Huang Fan Gao Nyima Tashi Yutong Liu Xiangxiang Wang ... Gadeng Luosang Rinchen Dongrub Dorje Tashi Xiao Feng Yongbin Yu ALM 73 2 0 24 Mar 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu B. Li Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 54 0 0 09 Mar 2025
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection Yingli Shen Wen Lai Shuo Wang Xueren Zhang Kangyang Luo Alexander M. Fraser Maosong Sun 44 0 0 17 Feb 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 88 0 0 17 Feb 2025
mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code Generation Nishat Raihan Antonios Anastasopoulos Marcos Zampieri ELM 26 5 0 28 Jan 2025
Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation Jan Christian Blaise Cruz Alham Fikri Aji 33 1 0 22 Jan 2025
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 79 30 0 17 Jan 2025
AMPS: ASR with Multimodal Paraphrase Supervision Amruta Parulekar Abhishek Gupta Sameep Chattopadhyay P. Jyothi 70 0 0 27 Nov 2024
Training Bilingual LMs with Data Constraints in the Targeted Language Skyler Seto Maartje ter Hoeve He Bai Natalie Schluter David Grangier 71 0 0 20 Nov 2024
Cross-lingual Transfer of Reward Models in Multilingual Alignment Jiwoo Hong Noah Lee Rodrigo Martínez-Castaño César Rodríguez James Thorne 42 3 0 23 Oct 2024
Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? HyoJung Han Akiko Eriguchi Haoran Xu Hieu T. Hoang Marine Carpuat Huda Khayrallah VLM 26 2 0 12 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J. Zhang ALM LRM 42 4 0 11 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 36 0 0 07 Oct 2024
Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation Jing Yuan Luo Yunlong Song Victor Klemm Fan Shi Davide Scaramuzza Marco Hutter 18 1 0 04 Oct 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 31 3 0 26 Sep 2024
AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers Alexander Wuttke Matthias Aßenmacher Christopher Klamm Max M. Lang Quirin Würschinger Frauke Kreuter 24 2 0 16 Sep 2024
Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia Fajri Koto ELM 26 2 0 13 Sep 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 41 2 0 29 Jun 2024
Understanding and Mitigating Language Confusion in LLMs Kelly Marchisio Wei-Yin Ko Alexandre Berard Théo Dehaze Sebastian Ruder 47 23 0 28 Jun 2024
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models Rishabh Maheshwary Vikas Yadav Hoang Nguyen Khyati Mahajan Sathwik Tejaswi Madhusudhan 35 3 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 46 4 0 22 Jun 2024
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization Niyati Bafna Kenton Murray David Yarowsky 44 2 0 19 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 66 9 0 14 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 50 6 0 05 Jun 2024
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach Yuxuan Chen Rongpeng Li Xiaoxue Yu Zhifeng Zhao Honggang Zhang 18 8 0 03 Jun 2024
ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread Jake Vasilakes Zhixue Zhao Ivan Vykopal Michal Gregor Martin Hyben Carolina Scarton 21 0 0 30 May 2024
DEPTH: Discourse Education through Pre-Training Hierarchically Zachary Bamberger Ofek Glick Chaim Baskin Yonatan Belinkov 42 0 0 13 May 2024
SUTRA: Scalable Multilingual Language Model Architecture Abhijit Bendale Michael Sapienza Steven Ripplinger Simon Gibbs Jaewon Lee Pranav Mistry LRM ELM 24 4 0 07 May 2024
SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India Salam Michael Singh Shubhmoy Kumar Garg Amitesh Misra Aaditeshwar Seth Tanmoy Chakraborty 18 0 0 03 May 2024
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages David Ifeoluwa Adelani A. S. Dougruoz André Coneglian Atul Kr. Ojha 19 2 0 28 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 44 5 0 11 Apr 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models Luiza Amador Pozzobon Patrick Lewis Sara Hooker B. Ermiş 33 7 0 06 Mar 2024