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Selection Bias Induced Spurious Correlations in Large Language Models

Selection Bias Induced Spurious Correlations in Large Language Models

18 July 2022
Emily McMilin
ArXivPDFHTML

Papers citing "Selection Bias Induced Spurious Correlations in Large Language Models"

5 / 5 papers shown
Title
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
Chaoqi Wang
Zhuokai Zhao
Yibo Jiang
Zhaorun Chen
Chen Zhu
...
Jiayi Liu
Lizhu Zhang
Xiangjun Fan
Hao Ma
Sinong Wang
77
3
0
17 Jan 2025
Evaluation of Large Language Models: STEM education and Gender
  Stereotypes
Evaluation of Large Language Models: STEM education and Gender Stereotypes
Smilla Due
Sneha Das
Marianne Andersen
Berta Plandolit López
Sniff Andersen Nexø
Line Clemmensen
39
1
0
14 Jun 2024
Causal Parrots: Large Language Models May Talk Causality But Are Not
  Causal
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal
Matej Zečević
Moritz Willig
Devendra Singh Dhami
Kristian Kersting
LRM
21
100
0
24 Aug 2023
KALM: Knowledge-Aware Integration of Local, Document, and Global
  Contexts for Long Document Understanding
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding
Shangbin Feng
Zhaoxuan Tan
Wenqian Zhang
Zhenyu Lei
Yulia Tsvetkov
KELM
VLM
53
10
0
08 Oct 2022
Selection Collider Bias in Large Language Models
Selection Collider Bias in Large Language Models
Emily McMilin
19
0
0
22 Aug 2022
1