On the Variance of the Adaptive Learning Rate and Beyond

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

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

Public and free annotated datasets of relationships between entities/nominals

Position-aware attention model for relation extraction

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

Empower Sequence Labeling with Task-Aware Language Model

Learning with the help of a dictionary.

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

PyTorch Tutorial for Deep Learning Researchers

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

Recurrent Variational Autoencoder that generates sequential data implemented in pytorch

Meta Pattern Discovery from Massive Text Corpora

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

scikit-learn: machine learning in Python

Transition-based statistical parser

A few data mining algorithms in pure python