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cs.IR2026
Overview of the TREC 2025 Million Large Language Models track
Evangelos Kanoulas, Panagiotis Eustratiadis, Jamie Callan +5
Agentic AI envisions ecosystems of intelligent agents collaboratively solving complex tasks with minimal human intervention. In such ecosystems, each agent possesses specialized ex…
cs.IR2026
The Effect of Multi-Lingual and Keyword Adversarial Injection on LLM Relevance Judgment
Nguyen Khoi Vo, Duy Duong Tuong, Oleg Zendel +1
Large language models (LLMs) are increasingly being used as automated judges for relevance evaluation in information retrieval, yet their robustness to adversarial manipulation rem…