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Xiangbo Wu

4 accepted papers

2025

Huatuo-26M, a Large-scale Chinese Medical QA Dataset

NAACL 2025findings

Large Language Models infuse newfound vigor into the advancement of the medical domain, yet the scarcity of data poses a significant bottleneck hindering community progress. In this paper, we release the largest ever medical Question Answering (QA) dataset with 26 Million QA pairs named Huatuo-26M.…

2025

Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion

ACL 2025long

This paper addresses the critical need for democratizing large language models (LLM) in the Arab world, a region that has seen slower progress in developing models comparable to state-of-the-art offerings like GPT-4 or GPT-3.5, due to a predominant focus on mainstream languages (e.g., English and Ch…

2023

Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk

ACL 2023long

Language is the principal tool for human communication, in which humor is one of the most attractive parts. Producing natural language like humans using computers, a.k.a, Natural Language Generation (NLG), has been widely used for dialogue systems, chatbots, machine translation, as well as computer-…

2023

HuatuoGPT, Towards Taming Language Model to Be a Doctor

EMNLP 2023long findings

In this paper, we present HuatuoGPT, a Large Language Model (LLM) for medical consultation. The core recipe of HuatuoGPT is to leverage both distilled data from **ChatGPT** and real-world data from **doctors** in the supervised fine-tuning stage. This is not only because purely using **ChatGPT**-di…

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