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Unveiling the Generalization Power of Fine-Tuned Large Language Models

Unveiling the Generalization Power of Fine-Tuned Large Language Models

14 March 2024
Haoran Yang
Yumeng Zhang
Jiaqi Xu
Hongyuan Lu
Pheng Ann Heng
Wai Lam
ArXivPDFHTML

Papers citing "Unveiling the Generalization Power of Fine-Tuned Large Language Models"

8 / 8 papers shown
Title
Memorization and Knowledge Injection in Gated LLMs
Memorization and Knowledge Injection in Gated LLMs
Xu Pan
Ely Hahami
Zechen Zhang
H. Sompolinsky
KELM
CLL
RALM
99
0
0
30 Apr 2025
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind
William Rudman
Michal Golovanesky
Amir Bar
Vedant Palit
Yann LeCun
Carsten Eickhoff
Ritambhara Singh
LRM
39
2
0
21 Feb 2025
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons
Yongqi Leng
Deyi Xiong
28
5
0
09 Jul 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
Zijin Hong
Zheng Yuan
Qinggang Zhang
Hao Chen
Junnan Dong
Feiran Huang
Xiao Huang
47
49
0
12 Jun 2024
Understanding the Effects of RLHF on LLM Generalisation and Diversity
Understanding the Effects of RLHF on LLM Generalisation and Diversity
Robert Kirk
Ishita Mediratta
Christoforos Nalmpantis
Jelena Luketina
Eric Hambro
Edward Grefenstette
Roberta Raileanu
AI4CE
ALM
95
63
0
10 Oct 2023
Two-stage LLM Fine-tuning with Less Specialization and More
  Generalization
Two-stage LLM Fine-tuning with Less Specialization and More Generalization
Yihan Wang
Si Si
Daliang Li
Michal Lukasik
Felix X. Yu
Cho-Jui Hsieh
Inderjit S Dhillon
Sanjiv Kumar
27
15
0
01 Nov 2022
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
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
6,003
0
20 Apr 2018
Teaching Machines to Read and Comprehend
Teaching Machines to Read and Comprehend
Karl Moritz Hermann
Tomás Kociský
Edward Grefenstette
L. Espeholt
W. Kay
Mustafa Suleyman
Phil Blunsom
167
3,357
0
10 Jun 2015
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