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Awesome-Incremental-Learning

Awesome Incremental Learning

MetaLearning4NLP-Papers

A list of recent papers about Meta / few-shot learning methods applied in NLP areas.

xf_event_extraction2020Top1

科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

ccks_triple_extract

限定领域的三元组抽取的一次尝试，本文将会介绍笔者在2019语言与智能技术竞赛的三元组抽取比赛方面的一次尝试。

Relationship-extraction

中文关系抽取

DSDocRE

Source code for EMNLP 2020 paper "Denoising Relation Extraction from Document-level Distant Supervision"

text_classification

使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比

spo_extract_platform

本项目是利用深度学习技术来构建知识图谱方向上的一次尝试，作为开放领域的关系抽取，算是笔者的一次创新，目前在这方面的文章和项目都很少。

tta

Repository for the paper "Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning"

HiAGM

Hierarchy-Aware Global Model for Hierarchical Text Classification

kg-reeval

ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods

CCF-BDCI2019_Entity_Discovery

CCF-BDCI大数据与计算智能大赛-互联网金融新实体发现-9th

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

NREPapers2018

This repo covers almost all the papers (35) related to Neural Relation Extraction in ACL, EMNLP, COLING, NAACL, AAAI, IJCAI in 2018.

pytorch_multi_head_selection_re

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

nat-acl2020

TensorFlow_RLRE

Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)

Top-AI-Conferences-Paper-with-Code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

transformer-pointer-generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator

Lic2020-

lic2020关系抽取比赛，使用Pytorch实现苏神的模型。

gazetteer-NER-acl19

Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

FEAT

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

gnn-taxo-construction

A tool for taxonomy construction using Graph Neural Networks (GNN).

lic2019_ie

2019 Language and Intelligence Challenge, Information Extraction