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Shaoliang Nie — most-cited papers & profile · Large Language Models
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Shaoliang Nie
7
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0
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9
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Most-cited papers
Your thoughts tell who you are: Characterize the reasoning patterns of LRMs
2025
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
2021
ER-Test: Evaluating Explanation Regularization Methods for Language Models
2022
FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales
2022
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
2022
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text Rationales
2023
The Llama 3 Herd of Models
2024
Top co-authors
Aaron Chan
· 4
Liang Tan
· 4
Xiang Ren
· 4
Hamed Firooz
· 3
Maziar Sanjabi
· 3
Brihi Joshi
· 2
Qifan Wang
· 2
Saghar Hosseini
· 2
Xiaochang Peng
· 2
Yuning Mao
· 2
Ziyi Liu
· 2
Aaditya Singh
· 1
Topics
cs.CL
cs.AI
Uncategorized
cs.LG
Model Architecture
Evaluation
Vision-Language
Fine-Tuning
RAG
cs.CV