Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2026 Open access

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Authors: Komal Kumar, Aman Chadha, Salman Khan, Fahad Shahbaz Khan, Hisham Cholakkal
DOI: 10.18653/v1/2026.acl-long.1952
Cited by: 1

Abstract

review generation, reporting hit rate, MRR, and Recall@K.Results show consistent improvements with stronger agent models.We have publicly released the website and code.

Fields of Study & Subjects

Multi-Agent Systems and Negotiation AI-based Problem Solving and Planning Scientific Computing and Data Management

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Publisher
Association for Computational Linguistics
Pages
42170–42188
Publication date
1 January 2026