Veeei

text_to_table

trldc

Transformer-based Long Document Classification

longformer

Longformer: The Long-Document Transformer

TDJEE

DL_EventExtractionPapers

2015年以来基于深度学习方法的事件抽取论文整理

zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

Chinese-Tokenization

利用传统方法（N-gram，HMM等）、神经网络方法（CNN，LSTM等）和预训练方法（Bert等）的中文分词任务实现【The word segmentation task is realized by using traditional methods (n-gram, HMM, etc.), neural network methods (CNN, LSTM, etc.) and pre training methods (Bert, etc.)】

Research

novel deep learning research works with PaddlePaddle

ATLOP

Source code for paper "Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling", AAAI 2021

edge-oriented-graph

Source code for the EMNLP 2019 paper: "Connecting the Dots: Document-level Relation Extraction with Edge-oriented Graphs"

GAIN

Source code for EMNLP 2020 paper: Double Graph Based Reasoning for Document-level Relation Extraction

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

Text2Event

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction

insuranceqa-corpus-zh

:helicopter: 保险行业语料库，聊天机器人

dialogre

Dialogue-Based Relation Extraction

AgreeSum

Article-summary entailment annotations for agreement-oriented multidoc summarization

nlp-notebook

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

KnowledgeGraphCourse

东南大学《知识图谱》研究生课程

ngramUsingNLTK

Calculate ngram for given dataset consisting of some sentences.

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

TOP250movie_douban

TOP250豆瓣电影短评：Scrapy 爬虫+数据清理/分析+构建中文文本情感分析模型

Hei_Dong

Toyhom的学习之路,Toyhom's way of learning

TextInfoExp

自然语言处理实验（sougou数据集），TF-IDF，文本分类、聚类、词向量、情感识别、关系抽取等

CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

classificationTask

nlg-yongzhuo

中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

DeepKg

Knowledge Graph

TPlinker-ycy

Tplinker注释，中文数据集适配版本

PRGC

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction