Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings

29 November 2023

Papers citing "Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings"

13 / 13 papers shown

Title
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 42 7 0 05 Nov 2024
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework Hengyuan Zhang Chenming Shang Sizhe Wang Dongdong Zhang Renliang Sun Yiyao Yu Yujiu Yang Furu Wei 58 3 0 25 Oct 2024
Cross-lingual Transfer of Reward Models in Multilingual Alignment Jiwoo Hong Noah Lee Rodrigo Martínez-Castaño César Rodríguez James Thorne 46 4 0 23 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J. Zhang ALM LRM 66 4 0 11 Oct 2024
Attention layers provably solve single-location regression P. Marion Raphael Berthier Gérard Biau Claire Boyer 75 2 0 02 Oct 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 29 0 0 26 Sep 2024
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment Orgest Xhelili Yihong Liu Hinrich Schütze 26 6 0 28 Jun 2024
Exploring Alignment in Shared Cross-lingual Spaces Basel Mousi Nadir Durrani Fahim Dalvi Majd Hawasly Ahmed Abdelali 28 0 0 23 May 2024
Transformers, Contextualism, and Polysemy J. Grindrod 22 1 0 15 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
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages Yuan Zhang Yile Wang Zijun Liu Shuo Wang Xiaolong Wang Peng Li Maosong Sun Yang Janet Liu LRM 27 9 0 19 Feb 2024
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 23 1 0 12 Jan 2024
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 165 1,634 0 11 Oct 2017