A Joint Matrix Factorization Analysis of Multilingual Representations

24 October 2023

Papers citing "A Joint Matrix Factorization Analysis of Multilingual Representations"

9 / 9 papers shown

Title
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models Zheng Zhao Yftah Ziser Shay B. Cohen 33 0 0 25 Oct 2024
Spectral Editing of Activations for Large Language Model Alignment Yifu Qiu Zheng Zhao Yftah Ziser Anna Korhonen E. Ponti Shay B. Cohen KELM LLMSV 28 15 0 15 May 2024
Detecting and Mitigating Hallucinations in Multilingual Summarisation Yifu Qiu Yftah Ziser Anna Korhonen E. Ponti Shay B. Cohen HILM 59 42 0 23 May 2023
Understanding Domain Learning in Language Models Through Subpopulation Analysis Zheng Zhao Yftah Ziser Shay B. Cohen 34 6 0 22 Oct 2022
Discovering Language-neutral Sub-networks in Multilingual Language Models Negar Foroutan Mohammadreza Banaei R. Lebret Antoine Bosselut Karl Aberer LRM 41 25 0 25 May 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 62 23 0 21 Mar 2022
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 405 0 24 Feb 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 492 0 16 Oct 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 144 120 0 05 Sep 2019