Understanding Domain Learning in Language Models Through Subpopulation Analysis

22 October 2022

Papers citing "Understanding Domain Learning in Language Models Through Subpopulation Analysis"

7 / 7 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 17 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 21 15 0 15 May 2024
A Joint Matrix Factorization Analysis of Multilingual Representations Zheng Zhao Yftah Ziser Bonnie Webber Shay B. Cohen 10 2 0 24 Oct 2023
Knowledge Base Question Answering for Space Debris Queries Paul Darm Antonio Valerio Miceli Barone Shay B. Cohen A. Riccardi 10 1 0 31 May 2023
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Quanyu Long Tianze Luo Wenya Wang Sinno Jialin Pan 38 8 0 10 Jul 2022
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 133 116 0 05 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018