andrewsdsouza's Stars
martinblech/xmltodict
Python module that makes working with XML feel like you are working with JSON
thunlp/OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE)
attardi/wikiextractor
A tool for extracting plain text from Wikipedia dumps
huggingface/neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks
philipperemy/keras-attention
Keras Attention Layer (Luong and Bahdanau scores).
modAL-python/modAL
A modular active learning framework for Python
google/sling
SLING - A natural language frame semantics parser
Hironsan/anago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
kyzhouhzau/BERT-NER
Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).
roomylee/awesome-relation-extraction
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
UKPLab/emnlp2017-bilstm-cnn-crf
BiLSTM-CNN-CRF architecture for sequence tagging
Separius/BERT-keras
Keras implementation of BERT with pre-trained weights
thunlp/NRE
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
LexPredict/lexpredict-lexnlp
LexNLP by LexPredict
philipperemy/stanford-openie-python
Stanford Open Information Extraction made simple!
pyenchant/pyenchant
spellchecking library for python
SeoSangwoo/Attention-Based-BiLSTM-relation-extraction
Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)
allenai/acl2018-semantic-parsing-tutorial
Materials from the ACL 2018 tutorial on neural semantic parsing
UKPLab/elmo-bilstm-cnn-crf
BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.
googledatalab/notebooks
Google Cloud Datalab samples and documentation
mynlp/ccg2lambda
Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
MajorTal/DeepSpell
a Deep Learning based Speller
Currie32/Spell-Checker
A seq2seq model that can correct spelling mistakes.
may-/cnn-re-tf
Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
Sshanu/Relation-Classification-using-Bidirectional-LSTM-Tree
TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
mxhofer/Named-Entity-Recognition-BidirectionalLSTM-CNN-CoNLL
Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"
emilmont/pyStatParser
Simple Python Statistical Parser
roomylee/entity-aware-relation-classification
Tensorflow Implementation of "Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing" (arXiv 2019)
pencoa/PCNN
A neural architecture for relation extraction task implemented in Tensorflow.
pandian4github/BiLSTM-POS-Tagging
Part of Speech tagging using Bidirectional Long Short Term Memory (LSTM).