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Repetition Neurons: How Do Language Models Produce Repetitions?

Repetition Neurons: How Do Language Models Produce Repetitions?

21 February 2025
Tatsuya Hiraoka
Kentaro Inui
    MILM
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Papers citing "Repetition Neurons: How Do Language Models Produce Repetitions?"

6 / 6 papers shown
Title
Understanding the Repeat Curse in Large Language Models from a Feature Perspective
Understanding the Repeat Curse in Large Language Models from a Feature Perspective
Junchi Yao
Shu Yang
Jianhua Xu
Lijie Hu
Mengdi Li
Di Wang
20
0
0
19 Apr 2025
Repetitions are not all alike: distinct mechanisms sustain repetition in language models
Repetitions are not all alike: distinct mechanisms sustain repetition in language models
Matéo Mahaut
Francesca Franzon
26
0
0
01 Apr 2025
Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models
Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models
Siyuan Guo
Huiwu Liu
Xiaolong Chen
Yuming Xie
Liang Zhang
Tao Han
H. Chen
Yi-Ju Chang
Jun Wang
72
0
0
26 Mar 2025
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors
Kohei Tsuji
Tatsuya Hiraoka
Yuchang Cheng
Eiji Aramaki
Tomoya Iwakura
64
0
0
27 Feb 2025
IPO: Your Language Model is Secretly a Preference Classifier
IPO: Your Language Model is Secretly a Preference Classifier
Shivank Garg
Ayush Singh
Shweta Singh
Paras Chopra
47
1
0
22 Feb 2025
Mitigating the Language Mismatch and Repetition Issues in LLM-based
  Machine Translation via Model Editing
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
Weichuan Wang
Zhaoyi Li
Defu Lian
Chen Ma
Linqi Song
Ying Wei
33
5
0
09 Oct 2024
1