xgeric

UCPhrase-exp

This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (KDD'21).

AutoPhrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

Annotated-Semantic-Relationships-Datasets

Public and free annotated datasets of relationships between entities/nominals

CoType

CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases

dict_based_learning

Learning with the help of a dictionary.

DPClass

DPPred

LM-LSTM-CRF

Empower Sequence Labeling with Task-Aware Language Model

MetaPAD

Meta Pattern Discovery from Massive Text Corpora

NRE

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

PeerRead

Data and code for Kang et al., NAACL 2018's paper titled "A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications"

public

pymining

A few data mining algorithms in pure python

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_RVAE

Recurrent Variational Autoencoder that generates sequential data implemented in pytorch

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

redshift

Transition-based statistical parser

scikit-learn

scikit-learn: machine learning in Python

SegPhrase

tacred-relation

Position-aware attention model for relation extraction

ThuThesis-Starter

A starter template for new users of ThuThesis (https://github.com/xueruini/thuthesis).

Torch-Scope

A Toolkit for Training, Tracking, Saving Models and Syncing Results