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Lance Ying

4 accepted papers

2026

Evaluating Language Models' Evaluations of Games

ICLR 2026poster

Reasoning is not just about solving problems---it is also about evaluating which problems are worth solving at all. Evaluations of artificial intelligence (AI) systems primarily focused on problem solving, historically by studying how models play games such as chess and Go. In this paper, we advocat…

Cited by 0SourceScholar
2026

Pragmatic Embodied Spoken Instruction Following in Human-Robot Collaboration with Theory of Mind

ICRA 2026poster

Spoken language instructions are ubiquitous in agent collaboration. However, in real-world human-robot collaboration, following human spoken instructions can be challenging due to various speaker and environmental factors, such as background noise or mispronunciation. When faced with noisy auditory …

2025

Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly

EMNLP 2025

Drawing real world social inferences usually requires taking into account information from multiple modalities. Language is a particularly powerful source of information in social settings, especially in novel situations where language can provide both abstract information about the environment dyna

Cited by 0SourcePDFScholar
2024

GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment

IROS 2024poster

Verbal communication plays a crucial role in human cooperation, particularly when the partners only have incomplete information about the task, environment, and each other’s mental state. In this paper, we propose a novel cooperative communication framework, Goal-Oriented Mental Alignment (GOMA). GO…

Cited by 10SourceScholar