Search Results for author: Songhua Yang

Found 5 papers, 3 papers with code

FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis

1 code implementation2 Mar 2024 Songhua Yang, Xinke Jiang, Hanjie Zhao, Wenxuan Zeng, Hongde Liu, Yuxiang Jia

While existing research narrowly focuses on single-domain applications constrained by methodological limitations and data scarcity, the reality is that sentiment naturally traverses multiple domains.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +4

Kuaiji: the First Chinese Accounting Large Language Model

no code implementations21 Feb 2024 Jiayuan Luo, Songhua Yang, Xiaoling Qiu, Panyu Chen, Yufei Nai, Wenxuan Zeng, Wentao Zhang, Xinke Jiang

Large Language Models (LLMs) like ChatGPT and GPT-4 have demonstrated impressive proficiency in comprehending and generating natural language.

Language Modelling Large Language Model

LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction Tuning

1 code implementation2 Feb 2024 Rongsheng Wang, Haoming Chen, Ruizhe Zhou, Han Ma, Yaofei Duan, Yanlan Kang, Songhua Yang, Baoyu Fan, Tao Tan

We then proposed LLM-Detector, a novel method for both document-level and sentence-level text detection through Instruction Tuning of LLMs.

Sentence Text Detection

Knowledge-injected Prompt Learning for Chinese Biomedical Entity Normalization

no code implementations23 Aug 2023 Songhua Yang, Chenghao Zhang, Hongfei Xu, Yuxiang Jia

However, existing research falls short in tackling the more complex Chinese BEN task, especially in the few-shot scenario with limited medical data, and the vast potential of the external medical knowledge base has yet to be fully harnessed.

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