Highlights

Peer review & artifact evaluationPeer-Reviewer

Peer-reviewer for REALM 2026

By Sachin Gupta
Portrait of Sachin Gupta rendered in binary

Reviewer for REALM 2026, the 2nd Workshop for Research on Agent Language Models at EMNLP 2026 (Budapest, Hungary), reviewing one submitted paper on language agents.

Serving as a reviewer for REALM 2026, the 2nd Workshop for Research on Agent Language Models, at the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026) in Budapest, Hungary. REALM sits at the meeting point of autonomous agents and large language models, covering tool use, user-interface interaction, knowledge integration, memory, planning, self-improvement, and safety, with the aim of mapping the current landscape of LLM agents and its open challenges. EMNLP, the parent conference, is rated A*, the top tier, by the CORE conference ranking. I am reviewing one submitted paper, assessing its methods, evidence, and contribution.

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