Shufeng Xiong's repositories
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
FoodSafetyDA
Detection and analysis of food safety incidents
ASGCN
Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"
Aspect-Sentiment-Classification
Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.
attention-mechanisms
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
cdQA
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
CGMVQA
not yet
chinese-customer-review
Dataset from 'Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction'
coding-interview-university
A complete computer science study plan to become a software engineer.
coling18tutorial
COLING 2018 Tutorial on Multilingual FrameNet: Automatic semantic role labeling for FrameNet
doccano
Open source text annotation tool for machine learning practitioner.
Food-Safety-Review
O2O商铺食品安全相关评论发现
FoodKG
FoodKG Tool
MarkTool
基于web的开源通用文本标注工具。支持命名实体识别的实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的预标注以及用于实现归一化的标准名标注，同时也支持文本的迭代标注和实体的嵌套标注。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提高了用户体验和标注效率。
MatchSum
Code for ACL 2020 paper: "Extractive Summarization as Text Matching"
MinecraftDeveloperGuide
📝Minecraft developer Chinese guide，我的世界开发者中文指南
NeuralCodeSum
Official implementation of our ACL 2020 paper on Source Code Summarization.
OTE-MTL
Code and dataset for Findings of EMNLP 2020 paper titled "A Multi-task Learning Framework for Opinion Triplet Extraction"
pascal
Code and data for our paper "Enhancing Machine Translation with Dependency-Aware Self-Attention", ACL 2020.
QAonMilitaryKG
QAonMilitaryKG，QaSystem based on military knowledge graph that stores in mongodb which is different from the previous one, 基于mongodb存储的军事领域知识图谱问答项目，包括飞行器、太空装备等8大类，100余小类，共计5800项的军事武器知识库，该项目不使用图数据库进行存储，通过jieba进行问句解析，问句实体项识别，基于查询模板完成多类问题的查询，主要是提供一种工业界的问答**demo。
RACL
Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. Accepted by ACL 2020.
RSPapers
Must-read papers on Recommender System.
SDRN
Source code of the paper "Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction, ACL 2020."
unified_syn_srl
A Unified Syntax-aware Framework for Semantic Role Labeling
YEDDA
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.