Nannan Huang
5 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (15)
β
The Questioner
Conferences
ACL (2)
EMNLP (2)
EACL (1)
Top co-authors
Keywords
opinion summarization
(3)
political bia
(2)
prompt engineering
(1)
text summarization
(1)
model adaptation
(1)
model pruning
(1)
fairness metric
(1)
bias mitigation
(1)
pre-trained model
(1)
fairness evaluation
(1)
abstractive summarization
(1)
fairness in nlp
(1)
opinion diversity
(1)
large language model
(1)
opinion summarisation
(1)
frequency-based prompting
(1)
multi-document news summarisation
(1)
model compression
(1)
debiasing intervention
(1)
representation learning
(1)
Papers
When Bigger Isnβt Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation
ACL 2026
Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions
EMNLP 2025
REFER: Mitigating Bias in Opinion Summarisation via Frequency Framed Prompting
EMNLP 2025
Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias
EACL 2024
Examining Bias in Opinion Summarisation through the Perspective of Opinion Diversity
ACL 2023