Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection

Chin-Po Chen; Jeng-Lin Li; Ming-Ching Chang

Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection

Chin-Po Chen, Jeng-Lin Li, Ming-Ching Chang

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Anthology ID:: 2026.trustnlp-main.4
Volume:: Proceedings of the 6th Workshop on Trustworthy NLP (TrustNLP 2026)
Month:: July
Year:: 2026
Address:: San Diego, California
Editors:: Kai-Wei Chang, Ninareh Mehrabi, Satyapriya Krishna, Anubrata Das, Jwala Dhamala, Yang Trista Cao, Tharindu Kumarage, Anil Ramakrishna, Christos Christodoulopoulos, Yixin Wan, Aram Galystan, Anoop Kumar, Rahul Gupta
Venues:: TrustNLP | WS
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 40–63
Language:
URL:: https://aclanthology.org/2026.trustnlp-main.4/
DOI:
Bibkey:
Cite (ACL):: Chin-Po Chen, Jeng-Lin Li, and Ming-Ching Chang. 2026. Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection. In Proceedings of the 6th Workshop on Trustworthy NLP (TrustNLP 2026), pages 40–63, San Diego, California. Association for Computational Linguistics.
Cite (Informal):: Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection (Chen et al., TrustNLP 2026)
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PDF:: https://aclanthology.org/2026.trustnlp-main.4.pdf

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@inproceedings{chen-etal-2026-uncertainty-aware-proxy,
    title = "Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection",
    author = "Chen, Chin-Po  and
      Li, Jeng-Lin  and
      Chang, Ming-Ching",
    editor = "Chang, Kai-Wei  and
      Mehrabi, Ninareh  and
      Krishna, Satyapriya  and
      Das, Anubrata  and
      Dhamala, Jwala  and
      Cao, Yang Trista  and
      Kumarage, Tharindu  and
      Ramakrishna, Anil  and
      Christodoulopoulos, Christos  and
      Wan, Yixin  and
      Galystan, Aram  and
      Kumar, Anoop  and
      Gupta, Rahul",
    booktitle = "Proceedings of the 6th Workshop on Trustworthy {NLP} ({T}rust{NLP} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.trustnlp-main.4/",
    pages = "40--63",
    ISBN = "979-8-89176-418-7"
}

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%0 Conference Proceedings
%T Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection
%A Chen, Chin-Po
%A Li, Jeng-Lin
%A Chang, Ming-Ching
%Y Chang, Kai-Wei
%Y Mehrabi, Ninareh
%Y Krishna, Satyapriya
%Y Das, Anubrata
%Y Dhamala, Jwala
%Y Cao, Yang Trista
%Y Kumarage, Tharindu
%Y Ramakrishna, Anil
%Y Christodoulopoulos, Christos
%Y Wan, Yixin
%Y Galystan, Aram
%Y Kumar, Anoop
%Y Gupta, Rahul
%S Proceedings of the 6th Workshop on Trustworthy NLP (TrustNLP 2026)
%D 2026
%8 July
%I Association for Computational Linguistics
%C San Diego, California
%@ 979-8-89176-418-7
%F chen-etal-2026-uncertainty-aware-proxy
%U https://aclanthology.org/2026.trustnlp-main.4/
%P 40-63

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Markdown (Informal)

[Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection](https://aclanthology.org/2026.trustnlp-main.4/) (Chen et al., TrustNLP 2026)

Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection (Chen et al., TrustNLP 2026)

ACL

Chin-Po Chen, Jeng-Lin Li, and Ming-Ching Chang. 2026. Uncertainty-Aware Proxy Attribute Reasoning for Reliable Media Bias Detection. In Proceedings of the 6th Workshop on Trustworthy NLP (TrustNLP 2026), pages 40–63, San Diego, California. Association for Computational Linguistics.