ganeshjawahar/dl4nlp-made-easy

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Created about 9 years ago
Updated over 8 years ago

ganeshjawahar/dl4nlp-made-easy

ganeshjawahar

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Toy codes to kick-start deep learning for NLP !

mem_absa

Aspect Based Sentiment Analysis using End-to-End Memory Networks

interpret_bert

Interpreting Bidirectional Encoder Representations from Transformers (BERT)

tweet-classify

Tweet Classification using RNN and CNN

torch-teacher

Compilation of the state-of-the-art neural models used in Machine Reading and Comprehension Task (in progress)

tweet2vec

Implementation of the model presented in our ECIR 2017 paper

drl4nlp.scratchpad

Notes on Deep Reinforcement Learning for Natural Language Processing papers

author2vec

ner-senna

Torch implementation of the Collobert's SENNA system for NER.

ELMoLex

Final parser submitted by ParisNLP team for CoNLL 2018 Shared Task on Multilingual Parsing

social_word_emb

Contextualized Diachronic Word Representations

fast_text

Implementation of Facebook's FastText model in Torch

fine-tweet

https://arxiv.org/abs/1704.00898

ner-rnn

Torch implementation of Chemical Named Entity Recognition using RNN and LSTM

cloud-mobile-security

Cheaper alternative for CCTV cameras by using android device

interpretNode

Towards Interpretation of Node Embeddings

ire-seimp

Salient named entities identification system for tweets

nlp-papernotes

Notes on recent Natural Language Processing papers

node2vec

Learning Deep Node Representations (dropped)