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

- Anthology ID:
- 2026.nlp4call-1.20
- Volume:

• Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning
• Month:
• November
• Year:
• 2026
• Address:
• Gothenburg, Sweden
• Editors:
• Arianna Masciolini ,David Alfter ,Herbert Lange ,Ricardo Muñoz Sánchez ,Ildikó Pilán ,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 . InProceedings 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)