# Behind the Smokescreen: Uncovering Cross-LLM Bias and Reasoning Contradictions of LLM-as-a-judge for Generated Feedback

> Source: <https://aclanthology.org/2026.nlp4call-1.20/>
> Published: 2026-11-05 00:00:00+00:00

- Anthology ID:
- 2026.nlp4call-1.20
- Volume:
- [Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning](https://aclanthology.org/volumes/2026.nlp4call-1/)
- Month:
- November
- Year:
- 2026
- Address:
- Gothenburg, Sweden
- Editors:
- [Arianna Masciolini](https://aclanthology.org/people/arianna-masciolini/) ,[David Alfter](https://aclanthology.org/people/david-alfter/) ,[Herbert Lange](https://aclanthology.org/people/herbert-lange/) ,[Ricardo Muñoz Sánchez](https://aclanthology.org/people/ricardo-munoz-sanchez/) ,[Ildikó Pilán](https://aclanthology.org/people/ildiko-pilan/unverified/) ,[Elena Volodina](https://aclanthology.org/people/elena-volodina/)
- Venues:
- [NLP4CALL](https://aclanthology.org/venues/nlp4call/) |[WS](https://aclanthology.org/venues/ws/)
- SIG:
- [SIGEDU](https://aclanthology.org/sigs/sigedu/)
- Publisher:
- University of Tartu Library
- Note:
- Pages:
- 269–287
- Language:
- URL:
- [https://aclanthology.org/2026.nlp4call-1.20/](https://aclanthology.org/2026.nlp4call-1.20/)
- DOI:
- Cite (ACL):
- Céline Leuzinger. 2026. [Behind the Smokescreen: Uncovering Cross-LLM Bias and Reasoning Contradictions of LLM-as-a-judge for Generated Feedback](https://aclanthology.org/2026.nlp4call-1.20/) . In*Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning* , pages 269–287, Gothenburg, Sweden. University of Tartu Library.
- Cite (Informal):
- [Behind the Smokescreen: Uncovering Cross-LLM Bias and Reasoning Contradictions of LLM-as-a-judge for Generated Feedback](https://aclanthology.org/2026.nlp4call-1.20/) (Leuzinger, NLP4CALL 2026)
- PDF:
- [https://aclanthology.org/2026.nlp4call-1.20.pdf](https://aclanthology.org/2026.nlp4call-1.20.pdf)