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Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World Modeling

Year: 2026

Type: conference-paper

Abstract: Ayan Sar, Pranav Singh Puri, Sumit Aich, Anurag Kaushish, Tanupriya Choudhury, Ajith Abraham. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-srw.119

Authors: Ayan Sar, Pranav Singh Puri, Sumit Aich, Anurag Kaushish, Tanupriya Choudhury, Ajith Abraham

Institutions: University of Petroleum and Energy Studies, Innopolis University, Sai University

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: Ministero dello Sviluppo Economico

OpenAlex ID: W7166798057

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