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Hi there 👋

I am Songhua Yang. A master's student studying at Zhengzhou University, researching in natural language processing. See more detail in my Google Scholar.

  • 🔭 I’m currently working on NLP+Medical and Sentiment Analysis, with particular focuses on Large Language Model.
  • ✍️ I'm a Blogger, it's my CSDN and Zhihu.

I am seeking a PhD opportunity, if you are interested please contact me suprit@foxmail 我正在寻求一个博士入学的机会,如果您对我感兴趣,欢迎联系我 suprit@foxmail

Songhua Yang's Projects

408-mindmap icon 408-mindmap

关于计算机考研统考408的最强思维导图

absa-pytorch icon absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。

catrecognition icon catrecognition

床长人工智能教程实战一:通过单层神经网络实现对猫的识别

deepke icon deepke

An Open Toolkit for Knowledge Base Population(DeepKE是一个支持低资源、长篇章的开源知识抽取工具,具备命名实体识别、关系抽取和属性抽取等功能)

deepmoji icon deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

emcgcn-aste icon emcgcn-aste

Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction

esgat icon esgat

The code of our paper "Improving Aspect Sentiment Triplet Extraction with Perturbed Masking and Edge-Enhanced Sentiment Graph Attention Network" accepted by IJCNN 2023.

faima icon faima

The code of paper "FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis" accepted by LREC-COLING 2024.

free-self-instruct icon free-self-instruct

实现向 ChatGPT 自动提问的脚本。A script that implements automatic questions to ChatGPT.

hanlp icon hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

huatuo-llama-med-chinese icon huatuo-llama-med-chinese

Repo for HuaTuo (华驼), Llama-7B tuned with Chinese medical knowledge. 华驼模型仓库,基于中文医学知识的LLaMA模型指令微调

kbert-en icon kbert-en

I modified some code of K-BERT so that it can be fit to English datasets Topics Resources

moss icon moss

An open-source tool-augmented conversational language model from Fudan University

mta-lstm icon mta-lstm

The code and data of ijcai2018 paper <Topic-to-Essay Generation with Neural Networks>

pyabsa icon pyabsa

Open Framework for Aspect-based Sentiment Analysis based on state-of-the-art Models

pyhanlp icon pyhanlp

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

recbole icon recbole

A unified, comprehensive and efficient recommendation library

rlhf-label-tool icon rlhf-label-tool

用于大模型 RLHF 进行人工数据标注排序的工具。A tool for manual response data annotation sorting in RLHF stage.

rlkbf icon rlkbf

Reinforcement Learning from Knowledge Base Feedback, a new method to imporve the instruction-following ability of Large Language model based on knowledge base or knowledge graph.

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