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albert_ner_keras

利用ALBERT和BI-LSTM，在Keras中实现序列标注算法。

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

anyq

FAQ-based Question Answering System

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

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

bert-bilstm-crf-ner

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

bert-kbqa-nlpcc2017

A trial of kbqa based on bert for NLPCC2016/2017 Task 5 (基于BERT的中文知识库问答实践，代码可跑通）

bert-of-theseus-tf

tensorflow version of bert-of-theseus

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

bert4keras

keras implement of transformers for humans

bert_in_keras

在Keras下微调Bert的一些例子；some examples of bert in keras

casrel

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

chatbot_cn

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

chinese_nre

中文关系抽取

dgcnn_for_reading_comprehension

keras implement of dgcnn for reading comprehension

dialogue

docbank

DocBank: A Benchmark Dataset for Document Layout Analysis

eda_nlp_for_chinese

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

esim-keras

keras implementation for paper - Enhanced LSTM for Natural Language Inference, tested on Quora Question Pairs dataset.

fastbert

The score code of FastBERT (ACL2020)

financial-knowledge-graphs

小型金融知识图谱构建流程

graph-bert

Source code of Graph-Bert

jiagu

Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类

k-bert

Source code of K-BERT

kbqa-bert

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras_recompute

saving memory by recomputing for keras

leetcode-solution-well-formed

我的 LeetCode 做题记录，正在加紧练习中。

matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

neo4j-python-pandas-py2neo-v3

利用pandas将excel中数据抽取，以三元组形式加载到neo4j数据库中构建相关知识图谱