Language Model

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
A Brief History of Word Embeddings _ Gavagai.md		A Brief History of Word Embeddings _ Gavagai.md
A Brief History of Word Embeddings _ Gavagai.pdf		A Brief History of Word Embeddings _ Gavagai.pdf
A Convolutional Neural Network for Modelling Sentences.pdf		A Convolutional Neural Network for Modelling Sentences.pdf
A Neural Probabilistic Language Model.pdf		A Neural Probabilistic Language Model.pdf
A Review of the Recent History of Natural Language Processing.pdf		A Review of the Recent History of Natural Language Processing.pdf
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification.pdf		A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification.pdf
A Survey of Cross-lingual Word Embedding Models.pdf		A Survey of Cross-lingual Word Embedding Models.pdf
A Unified Architecture for Natural Language Processing - Deep Neural Networks with Multitask Learning.pdf		A Unified Architecture for Natural Language Processing - Deep Neural Networks with Multitask Learning.pdf
An overview of gradient descent optimization algorithms.pdf		An overview of gradient descent optimization algorithms.pdf
Attention Is All You Need.pdf		Attention Is All You Need.pdf
BERT Word Embeddings Tutorial · Chris McCormick.pdf		BERT Word Embeddings Tutorial · Chris McCormick.pdf
Convolutional Neural Networks for Sentence Classification.pdf		Convolutional Neural Networks for Sentence Classification.pdf
Convolutional Sequence to Sequence Learning.pdf		Convolutional Sequence to Sequence Learning.pdf
Deep Learning, NLP, and Representations - colah's blog.pdf		Deep Learning, NLP, and Representations - colah's blog.pdf
Distributed Representations of Words and Phrases and their Compositionality.pdf		Distributed Representations of Words and Phrases and their Compositionality.pdf
ELMo.pdf		ELMo.pdf
Effective Approaches to Attention-based Neural Machine Translation.pdf		Effective Approaches to Attention-based Neural Machine Translation.pdf
Efficient Estimation of Word Representations in Vector Space.pdf		Efficient Estimation of Word Representations in Vector Space.pdf
Enriching Word Vectors with Subword Information.pdf		Enriching Word Vectors with Subword Information.pdf
From frequency to meaning - Vector space models.pdf].pdf		From frequency to meaning - Vector space models.pdf].pdf
Improving Distributional Similarity with Lessons Learned from Word Embeddings.pdf		Improving Distributional Similarity with Lessons Learned from Word Embeddings.pdf
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation.pdf		Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation.pdf
Linear Regression - UFLDL.pdf		Linear Regression - UFLDL.pdf
Logistic Regression - UFLDL.pdf		Logistic Regression - UFLDL.pdf
Making sense of word2vec _ RARE Technologies.pdf		Making sense of word2vec _ RARE Technologies.pdf
Natural Language Processing (almost) from Scratch.pdf		Natural Language Processing (almost) from Scratch.pdf
Neural Machine Translation by Jointly Learning to Align and Translate.pdf		Neural Machine Translation by Jointly Learning to Align and Translate.pdf
On the Properties of Neural Machine Translation Encoder–Decoder Approaches.pdf		On the Properties of Neural Machine Translation Encoder–Decoder Approaches.pdf
On word embeddings - Part 3_ The secret ingredients of word2vec.pdf		On word embeddings - Part 3_ The secret ingredients of word2vec.pdf
OpenAI-Transformer.pdf		OpenAI-Transformer.pdf
README.md		README.md
RecNN.pdf		RecNN.pdf
Recurrent continuous translation models.pdf		Recurrent continuous translation models.pdf
Semi-supervised Sequence Learning.pdf		Semi-supervised Sequence Learning.pdf
Sequence to Sequence Learning with Neural Networks.pdf		Sequence to Sequence Learning with Neural Networks.pdf
Skip-Thought Vectors.pdf		Skip-Thought Vectors.pdf
Softmax Regression - UFLDL.pdf		Softmax Regression - UFLDL.pdf
Statistical phrase-based translation.pdf		Statistical phrase-based translation.pdf
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data.pdf		Supervised Learning of Universal Sentence Representations from Natural Language Inference Data.pdf
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.pdf		The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – Jay Alammar – Visualizing machine learning one concept at a time.pdf
The Illustrated Transformer – Jay Alammar.pdf		The Illustrated Transformer – Jay Alammar.pdf
ULMFiT.pdf		ULMFiT.pdf
Understanding Convolutional Neural Networks for NLP – WildML.pdf		Understanding Convolutional Neural Networks for NLP – WildML.pdf
Understanding LSTM Networks -- colah's blog.pdf		Understanding LSTM Networks -- colah's blog.pdf
glove.pdf		glove.pdf
linear-model-cs229-notes1.pdf		linear-model-cs229-notes1.pdf
paragraph_vector.pdf		paragraph_vector.pdf

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Language Model

Word Embedding

Machine Learning

Neural Network

Seq2Seq

Natural Language Processing

Pretrained language models

Text Classification

Text embedding search

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