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2402.00322
Cited By

Bias in Opinion Summarisation from Pre-training to Adaptation: A Case
Study in Political Bias

Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias

1 February 2024

Haytham M. Fayek

ArXiv (abs)PDF HTML

Papers citing "Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias"

6 / 6 papers shown

LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis

LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis

Favour Yahdii Aghaebe

Elizabeth Williams

Nafise Sadat Moosavi

120

2

0

08 Nov 2025

REFER: Mitigating Bias in Opinion Summarisation via Frequency Framed Prompting

REFER: Mitigating Bias in Opinion Summarisation via Frequency Framed Prompting

Haytham M. Fayek

128

1

0

19 Sep 2025

Discrimination by LLMs: Cross-lingual Bias Assessment and Mitigation in Decision-Making and Summarisation

Discrimination by LLMs: Cross-lingual Bias Assessment and Mitigation in Decision-Making and Summarisation

113

0

0

10 Sep 2025

Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions

Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions

Haytham M. Fayek

253

0

0

25 Aug 2025

Improving Fairness of Large Language Models in Multi-document Summarization

Improving Fairness of Large Language Models in Multi-document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

Haoyuan Li Yusen Zhang

Snigdha Chaturvedi

Snigdha Chaturvedi

166

0

0

09 Jun 2025

Coverage-based Fairness in Multi-document Summarization

Coverage-based Fairness in Multi-document SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024

Snigdha Chaturvedi

405

2

0

11 Dec 2024