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Selected Research on Intentional AI

(* denotes equal contribution; full paper list)

IntentGrasp: A Comprehensive Benchmark for Intent Understanding
Yuwei Yin, Chuyuan Li, Giuseppe Carenini
Preprint 2026
[Paper] [Code] [Data]

Improving Language Models with Intentional Analysis
Yuwei Yin, Giuseppe Carenini
Preprint 2026
[Paper] [Code] [Digest]

Infusing Theory of Mind into Socially Intelligent LLM Agents
EunJeong Hwang*, Yuwei Yin*, Giuseppe Carenini, Peter West, Vered Shwartz
ACL 2026 Findings: Annual Meeting of the Association for Computational Linguistics
[Paper] [Code] [Digest]

SWI: Speaking with Intent in Large Language Models
Yuwei Yin, EunJeong Hwang, Giuseppe Carenini
INLG 2025: International Natural Language Generation Conference
[Paper] [Code]