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hyl2048's Projects

aggcn icon aggcn

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

ake-datasets icon ake-datasets

Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

awesome-linux-software-cn icon awesome-linux-software-cn

Linux 优秀软件资源大全中文版:一些针对 Linux 发行版的非常棒的应用程序、实用工具以及其它相关材料。A curated list of awesome applications, softwares, tools and other materials for Linux distros.

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

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

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

bi-lstm-attention-crf-for-ner icon bi-lstm-attention-crf-for-ner

This is an implementation for my course COMP5046 assignment 2. A NER model combines Bert Embedding, BiLSTM and Multi-head Self-Attention together and produce good performance in NER task.

cdcs icon cdcs

Chinese Data Competitions' Solutions

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chars2vec icon chars2vec

Character-based word embeddings model based on RNN for handling real world texts

chinese-bert-wwm icon chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

complexeventextraction icon complexeventextraction

A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph,本项目提出了中文复合事件的概念与显式模式,包括条件事件、因果事件、顺承事件、反转事件等事件抽取,并形成事理图谱。

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