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liyandan's Projects

awesome_chinese_medical_nlp icon awesome_chinese_medical_nlp

中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

awesome_nlp_tools icon awesome_nlp_tools

整理常用的自然语言处理工具(包括Python接口),如Stanford NLP、NLTK、Spacy、NLPIR、Pyltp、HanLP、Jieba、xmnlp、jiagu、mynlp

backend icon backend

后端技术,java、python技术栈

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert_ner icon bert_ner

基于BERT的NER模型,集成了LSTM,CRF网络结构,FGM,EMA等提分trick,还有单独的MRC框架

bert_seq2seq icon bert_seq2seq

pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。

bilm-tf icon bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

book icon book

MyBatis 从入门到精通

bpemb icon bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

byzer-lang icon byzer-lang

Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.

casrel icon casrel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

causalbank icon causalbank

CausalBank dataset from our IJCAI 2020 paper "Guided Generation of Cause and Effect" https://www.ijcai.org/Proceedings/2020/502

ccl2018summary icon ccl2018summary

self summary after attending CCL2018 (全国计算语言学学术会议), CCL2018参会总结,包括会议论文下载脚本,会议前言技术报告下载,以及个人的一点总结.

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