Zhang Bowen's repositories
ASGCN
Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"
Bowenzzzzzz999.github.io
本项目为Pages静态博客示范,对应的演示网站地址为 👉
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
chatgpt-universe
ChatGPT Universe is fleeting notes on ChatGPT, GPT, and large language models (LLMs)
Chinese-medical-dialogue-data
Chinese medical dialogue data 中文医疗对话数据集
Conversational_AI_Bot
ICWS2020_User Intention Recognition and Requirement Elicitation Method for Conversational AI Service_Project
Customer_Satisfaction_Analysis
基于在线民宿UGC数据的意见挖掘项目,包含数据挖掘和NLP相关的处理,负责数据采集、主题抽取、情感分析等任务。开发的目的是克服用户打分和评论不一致,实时对重庆地区在线民宿的满意度进行评测,使用Python实现了在线评论采集和情感可视化分析。搭建了百度地图POI查询入口,可以进行自动化的批量查询POI信息的功能;构建了基于在线民宿语料的Word2vec主题聚类模型,利用主题中心词能找出对应的主题属性字典;以用户打分作为标注,然后通过实验贝叶斯、SVM、决策树等多种分类模型,最后选用贝叶斯模型进行情感分析,将情感分类概率分布作为情感趋势,最后通过POI热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。
DeepST
Deep Learning for Spatio-Temporal Data
DyKGChat
Dynamic Knowledge-Grounded Dialogue Generation
GraphVis
可以应用于知识图谱可视化,复杂网络可视化分析,关系图可视化,网络拓扑图,布局算法,社区发现算法等应用场景。也可以作为 network,graph,knowlegegraph,neo4j,gephi相关应用工具的核心算法层。
HealthINF2020
Code and supplementary material for the HealthINF conference paper
KG4ZeroShotText
Source code of the paper 'Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT 2019. '
NLP-Capsule
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
Paper-Reading
Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.
pet
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
RE2RNN
Source code for the EMNLP 2020 paper "Cold-Start and Interpretability: Turning Regular Expressions intoTrainable Recurrent Neural Networks"
RoBERTaABSA
Implementation of paper Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa.
ServeNet
Service Classification based on Service Description