Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Source code for IJCAI 2020 paper "A Relation-Specific Attention Network for Joint Entity and Relation Extraction"

Reimplement CasRel model in PyTorch.使用PyTorch对吉林大学CasRel模型进行复现，并在百度关系抽取数据集上训练测试。

利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据

Source code for the NAACL 2021 paper: "Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors"

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference

Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction, EMNLP 2021

Learning Logic Rules for Document-Level Relation Extraction

Source code for "UniRE: A Unified Label Space for Entity Relation Extraction.", ACL2021. It is based on our NERE toolkit (https://github.com/Receiling/NERE).

EMNLP 2021 - A Partition Filter Network for Joint Entity and Relation Extraction

Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition.

Pytorch implementation of LSTM/BERT-CRF for named entity recognition

Multivariate Time Series Transformer, public version

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812

ERNIE Pytorch Version

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

A game theoretic approach to explain the output of any machine learning model.

BertViz: Visualize Attention in Transformer Models

Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series

Character based Temporal Convolutional Networks + Attention Layer

A highly efficient implementation of Gaussian Processes in PyTorch

Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).

Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series

This is the GitHub repository for our publication "A new attention mechanism to classify multivariate time series", by Yifan Hao and Huiping Cao, which has been accepted to be published in IJCAI 20…