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Probability of Differentiation Reveals Brittleness of Homogeneity Bias in Large Language Models

Probability of Differentiation Reveals Brittleness of Homogeneity Bias in Large Language Models

Messi H.J. Lee
Calvin K. Lai
ArXiv (abs)PDFHTML

Papers citing "Probability of Differentiation Reveals Brittleness of Homogeneity Bias in Large Language Models"

6 / 6 papers shown
Title
Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans
Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans
Messi H.J. Lee
Jacob M. Montgomery
Calvin K. Lai
67
23
0
16 Jan 2024
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models
Ameet Deshpande
Vishvak Murahari
Tanmay Rajpurohit
Ashwin Kalyan
Karthik Narasimhan
LM&MALLMAG
75
369
0
11 Apr 2023
Persistent Anti-Muslim Bias in Large Language Models
Persistent Anti-Muslim Bias in Large Language Models
Abubakar Abid
Maheen Farooqi
James Zou
AILaw
108
555
0
14 Jan 2021
Language (Technology) is Power: A Critical Survey of "Bias" in NLP
Language (Technology) is Power: A Critical Survey of "Bias" in NLP
Su Lin Blodgett
Solon Barocas
Hal Daumé
Hanna M. Wallach
157
1,248
0
28 May 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Nils Reimers
Iryna Gurevych
1.3K
12,301
0
27 Aug 2019
Measuring Bias in Contextualized Word Representations
Measuring Bias in Contextualized Word Representations
Keita Kurita
Nidhi Vyas
Ayush Pareek
A. Black
Yulia Tsvetkov
106
451
0
18 Jun 2019

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