Zichao Li's Projects
《人工智能实践》课程第五组
2020 “万创杯”中医药天池大数据竞赛——中药说明书实体识别挑战 复盘
adafactor optimizer for keras
软微新生入学常见问题
Source code for paper "Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling", AAAI 2021
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
Resources, datasets, papers on Question Answering
Recommender System Papers
2020语言与智能技术竞赛:关系抽取任务
Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.
2020语言与智能技术竞赛:面向推荐的对话任务
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
简单的向量白化就可以媲美BERT
Porting modeling.py of bert to tensorflow 2.0
Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)
Keras BiLSTM-CRF model for NLP sequence labeling task
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
Causal Relation Extraction and Identification using Conditional Random Fields
ccf 2020 qa match competition top1
ccks2020基于本体的金融知识图谱自动化构建技术评测第五名方法总结
检索类型的微信聊天机器人/问答系统,通过API异步通信,实现在微信上交互,本项目包括模型和工程化部署一体化。包含查天气,知识图谱聊天查询,生成式问答聊天查询,图片识别,多次重复回答等;涉及到命名实体识别,相似匹配(bm25,bool检索,simbert等),bert+seq2seq生成,neo4j知识图谱查询等技术。
中文公开聊天语料库
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
Contrastive Language-Image Pretraining
Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction
my blog
个人blog。