BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

11 Oct 2018graykode/nlp-tutorial

We introduce a new language representation model called BERT, which stands for Bidirectional Encoder Representations from Transformers.

COMMON SENSE REASONING CROSS-LINGUAL NATURAL LANGUAGE INFERENCE NAMED ENTITY RECOGNITION QUESTION ANSWERING

Bag of Tricks for Efficient Text Classification

EACL 2017 graykode/nlp-tutorial

This paper explores a simple and efficient baseline for text classification.

TEXT CLASSIFICATION

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

3 Jun 2014graykode/nlp-tutorial

In this paper, we propose a novel neural network model called RNN Encoder-Decoder that consists of two recurrent neural networks (RNN).

Attention Is All You Need

NeurIPS 2017 graykode/nlp-tutorial

The dominant sequence transduction models are based on complex recurrent or convolutional neural networks in an encoder-decoder configuration.

CONSTITUENCY PARSING MACHINE TRANSLATION

Neural Machine Translation by Jointly Learning to Align and Translate

1 Sep 2014graykode/nlp-tutorial

Neural machine translation is a recently proposed approach to machine translation.

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