29 citations · 49 across the 7 of their papers we have counts for
7 papers
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation
Chao-Wei Huang, Chen-Yu Hsu, Tsu-Yuan Hsu +2
Conversational search provides a natural interface for information retrieval (IR). Recent approaches have demonstrated promising results in applying dense retrieval to conversation…
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names
Ze-Song Xu, Yun-Nung Chen
Developing dialogue relation extraction (DRE) systems often requires a large amount of labeled data, which can be costly and time-consuming to annotate. In order to improve scalabi…
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models
Yen-Ting Lin, Yun-Nung Chen
We propose LLM-Eval, a unified multi-dimensional automatic evaluation method for open-domain conversations with large language models (LLMs). Existing evaluation methods often rely…
Controllable User Dialogue Act Augmentation for Dialogue State Tracking
Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang +1
Prior work has demonstrated that data augmentation is useful for improving dialogue state tracking. However, there are many types of user utterances, while the prior method only co…
PLM-ICD: Automatic ICD Coding with Pretrained Language Models
Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen
Automatically classifying electronic health records (EHRs) into diagnostic codes has been challenging to the NLP community. State-of-the-art methods treated this problem as a multi…
Towards Generating Citation Sentences for Multiple References with Intent Control
Jia-Yan Wu, Alexander Te-Wei Shieh, Shih-Ju Hsu +1
Machine-generated citation sentences can aid automated scientific literature review and assist article writing. Current methods in generating citation text were limited to single c…