The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities

7 November 2024

Papers citing "The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities"

8 / 8 papers shown

Title
Interpreting the Linear Structure of Vision-language Model Embedding Spaces Isabel Papadimitriou Huangyuan Su Thomas Fel Naomi Saphra Sham Kakade Stephanie Gil VLM 35 0 0 16 Apr 2025
Localized Cultural Knowledge is Conserved and Controllable in Large Language Models V. Veselovsky Berke Argin Benedikt Stroebl Chris Wendler Robert West James Evans Thomas L. Griffiths Arvind Narayanan 51 0 0 14 Apr 2025
Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 30 3 0 24 Feb 2025
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations Hyunji Lee Danni Liu Supriti Sinhamahapatra Jan Niehues 103 0 0 21 Feb 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning Yilei Tu Andrew Xue Freda Shi 44 0 0 17 Feb 2025
On Representational Dissociation of Language and Arithmetic in Large Language Models Riku Kisako Tatsuki Kuribayashi Ryohei Sasano 36 0 0 17 Feb 2025
SEER: Self-Explainability Enhancement of Large Language Models' Representations Guanxu Chen Dongrui Liu Tao Luo Jing Shao LRM MILM 51 1 0 07 Feb 2025
Towards Interpreting Visual Information Processing in Vision-Language Models Clement Neo Luke Ong Philip H. S. Torr Mor Geva David M. Krueger Fazl Barez 78 6 0 09 Oct 2024