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Changwoo Chun

3 accepted papers

2025

LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR

COLING 2025industry

In-vehicle speech recognition (IVSR) systems are crucial components of modern automotive interfaces, enabling hands-free control and enhancing user safety. However, traditional IVSR systems often struggle with interpreting user intent accurately due to limitations in contextual understanding and amb…

Cited by 0SourcePDFScholar
2023

CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings

EMNLP 2023short findings

Large language models (LLMs) have demonstrated impressive capabilities in natural language processing. However, their ability to establish causal relationships, particularly in the context of temporal interventions and language hallucinations, remains challenging. This paper presents \textbf{CReTIHC…

Cited by 0SourcecodeScholar
2023

Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks

ACL 2023findings

Recent advances in QA pair generation (QAG) have raised interest in applying this technique to the educational field. However, the diversity of QA types remains a challenge despite its contributions to comprehensive learning and assessment of children. In this paper, we propose a QAG framework that…