Search Results for author: Kui Xue

Found 6 papers, 4 papers with code

Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models

no code implementations27 Apr 2024 Zhongzhen Huang, Kui Xue, Yongqi Fan, Linjie Mu, Ruoyu Liu, Tong Ruan, Shaoting Zhang, Xiaofan Zhang

With experimental results, we show that our framework brings notable performance improvements and surpasses the previous counterparts in the evidence retrieval process in terms of evidence retrieval accuracy.

MidMed: Towards Mixed-Type Dialogues for Medical Consultation

1 code implementation5 Jun 2023 Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang

To mitigate this challenge, we propose a novel task and create a human-to-human mixed-type medical consultation dialogue corpus, termed MidMed, covering five dialogue types: task-oriented dialogue for diagnosis, recommendation, knowledge-grounded dialogue, QA, and chitchat.

Dialogue Generation

AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model

1 code implementation21 Nov 2022 Yongyu Yan, Kui Xue, Xiaoming Shi, Qi Ye, Jingping Liu, Tong Ruan

Continual pretraining is a popular way of building a domain-specific pretrained language model from a general-domain language model.

Continual Pretraining Language Modelling

FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer

1 code implementation30 Jun 2022 Jingping Liu, Yuqiu Song, Kui Xue, Hongli Sun, Chao Wang, Lihan Chen, Haiyun Jiang, Jiaqing Liang, Tong Ruan

Specifically, we focus on layer tuning for feed-forward network in the Transformer, namely FL-tuning.

Model Optimization

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