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Daniel Rim

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
2025

Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport

ACL 2025long

Instruction-following large language models (LLMs), such as ChatGPT, have become widely popular among everyday users. However, these models inadvertently disclose private, sensitive information to their users, underscoring the need for machine unlearning techniques to remove selective information fr…

Cited by 0SourcePDFScholar
2023

DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation

ACL 2023findings

Despite the recent advances in open-domain dialogue systems, building a reliable evaluation metric is still a challenging problem. Recent studies proposed learnable metrics based on classification models trained to distinguish the correct response. However, neural classifiers are known to make overl…