xbz's repositories
gtrick
Bag of Tricks for Graph Neural Networks.
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Graph2Tree
Code for Graph-to-Tree Learning for Solving Math Word Problems (ACL 2020)
PURE
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction
spert
PyTorch code for SpERT: Span-based Entity and Relation Transformer
file_transfer
A file_transfer tools
GXN
Graph Cross Network
imojie
Neural generation model for Open Information Extraction
Structured-Self-Attentive-Sentence-Embedding
Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017
comet-commonsense
Code for ACL 2019 Paper: "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction" https://arxiv.org/abs/1906.05317
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
ASiNE
This repository provides a reference implementation of ASiNE (SIGIR 2020).
string-embed
😆 string embed for fast edit distance computation, codes for Convolutional Embedding for Edit Distance.
sigir2020-eComWorkshop-LTM-for-product-search
implementation for comparison of supervised Learning to Match methods for product search
ner
命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新
data_mining_models
Basic data mining model, including feature importance display
chinese-sequence-ner
chinese-sequence-ner多模型中文命名实体识别
Introduction-NLP
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。
CommonsenseERL_EMNLP_2019
Code for the EMNLP 2019 paper: Event Representation Learning Enhanced with External Commonsense Knowledge.