When Language Becomes a Shortcut in Automated Short-Answer Scoring
Xiao-Meng Xiong, Corinne Huggins-Manley, Jin-Nie Shin et al.
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Evaluating LLM Social Cognition Through Multi-Agentic Strategic Games
A strategic game arena is introduced that situates LLM agents in social deduction scenarios inspired by Among Us, requiring theory of mind, deception detection, and cooperative deliberation under uncertainty, and motivates architectural changes for virtual agents that must cooperate with humans.
Kevin Kurian, Kevin Scroggins, Emmanuel Dorley et al.
· Proceedings of the 26th ACM... · 0 citations
Preprint
Aug 2026
BM25-Augmented Many-Shot Translation for Low-Resource North-Eastern Indian Languages
The retrieval-augmented many-shot translation pipeline from the AmericasNLP 2026 system is adapted to translate between English and eleven North-Eastern Indian languages in both directions to solve the WMT26 Low-Resource Indic Language Translation shared task.
Aashish Dhawan, Christopher Driggers-Ellis, Dzmitry Kasinets et al.
· 0 citations