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Kaifeng Yun

3 accepted papers

2026

From Natural Alignment to Conditional Controllability in Multimodal Dialogue

ICLR 2026poster

The recent advancement of Artificial Intelligence Generated Content (AIGC) has led to significant strides in modeling human interaction, particularly in the context of multi-modal dialogue. While current methods impressively generates realistic dialogue in speech and vision modalities, challenges r…

Cited by 0SourcecodeScholar
2024

KoLA: Carefully Benchmarking World Knowledge of Large Language Models

ICLR 2024poster

The unprecedented performance of large language models (LLMs) necessitates improvements in evaluations. Rather than merely exploring the breadth of LLM abilities, we believe meticulous and thoughtful designs are essential to thorough, unbiased, and applicable evaluations. Given the importance of wor…

2024

Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking

ACL 2024long

This paper proposes PiNose, which trains a probing model on offline self-consistency checking results, thereby circumventing the need for human-annotated data and achieving transferability across diverse data distributions. As the consistency check process is offline, PiNose reduces the computationa…