Pinned Repositories
LD-Net
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
LightNER
Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)
LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
RAdam
On the Variance of the Adaptive Learning Rate and Beyond
ReHession
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach
Torch-Scope
A Toolkit for Training, Tracking, Saving Models and Syncing Results
Transformer-Clinic
Understanding the Difficulty of Training Transformers
Vanilla_NER
Vanilla Sequence Labeling w. Char-LSTM-CRF
ReinMax
Beyond Straight-Through
AutoNER
Learning Named Entity Tagger from Domain-Specific Dictionary
LiyuanLucasLiu's Repositories
LiyuanLucasLiu/torch-rnn
Efficient, reusable RNNs and LSTMs for torch
LiyuanLucasLiu/awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
LiyuanLucasLiu/char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
LiyuanLucasLiu/Hierarchical-Neural-Autoencoder
LiyuanLucasLiu/lstm-char-cnn-tensorflow
LSTM language model with CNN over characters in TensorFlow
LiyuanLucasLiu/nlp
My explorations in natural language processing