Work

Inferring Events from Time Series using Language Models

Year: 2026

Type: conference-paper

Abstract: Mingtian Tan, Mike A Merrill, Zachary Gottesman, Tim Althoff, David Evans, Thomas Hartvigsen. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

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

DOI: 10.18653/v1/2026.acl-long.157

Authors: Mingtian Tan, Mike A Merrill, Zachary Gottesman, Tim Althoff, David Evans, Thomas Hartvigsen

Institutions: University of Virginia, Stanford University, University of Washington

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Science Foundation, U.S. Department of Defense, U.S. Department of Homeland Security

Award: AI Institute for Agent-based Cyber Threat Intelligence and Operation

OpenAlex ID: W7166852917

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