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jseppanen : nlp   199

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Using BERT for state-of-the-art pre-training for natural language processing
nlp  tutorial  deep-learning  machine-learning 
4 days ago by jseppanen
GitHub - openai/gpt-2: Code for the paper "Language Models are Unsupervised Multitask Learners"
machine-translation  deep-learning  open-ai  unsupervised-learning  nlp  machine-learning 
4 days ago by jseppanen
Language Models are Unsupervised Multitask Learners
nlp  machine-learning  deep-learning  study-group  question-answering  open-ai 
4 days ago by jseppanen
Google AI Blog: Natural Questions: a New Corpus and Challenge for Question Answering Research
dataset  question-answering  google  nlp  machine-learning  deep-learning 
6 days ago by jseppanen
Multi-label Text Classification using BERT – The Mighty Transformer
pretrained-model  deep-learning  machine-learning  tutorial  nlp 
11 days ago by jseppanen
[1902.00751] Parameter-Efficient Transfer Learning for NLP
arxiv  transfer-learning  nlp  study-group  machine-learning  deep-learning 
12 days ago by jseppanen
[1902.01718] End-to-End Open-Domain Question Answering with BERTserini
nlp  question-answering  machine-learning  arxiv  deep-learning  study-group 
12 days ago by jseppanen
GitHub - facebookresearch/XLM: PyTorch original implementation of Cross-lingual Language Model Pretraining.
deep-learning  pytorch  nlp  pretrained-model  unsupervised-learning  machine-learning  machine-translation 
12 days ago by jseppanen
Generalized Language Models
deep-learning  tutorial  machine-learning  nlp 
15 days ago by jseppanen
[1901.11373] Learning and Evaluating General Linguistic Intelligence
deep-learning  machine-learning  nlp  arxiv  deepmind  study-group 
17 days ago by jseppanen
[1901.11117] The Evolved Transformer
deep-learning  nlp  arxiv  machine-learning  study-group 
17 days ago by jseppanen
GitHub - ahmedbesbes/character-based-cnn: Implementation of character based convolutional neural network
nlp  machine-learning  pytorch  deep-learning  classification 
18 days ago by jseppanen
[1901.08149] TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents
machine-learning  nlp  arxiv  study-group  deep-learning 
22 days ago by jseppanen
🐣 From zero to research — An introduction to Meta-learning
meta-learning  nlp  machine-learning  pytorch 
26 days ago by jseppanen
[1901.07291] Cross-lingual Language Model Pretraining
deep-learning  arxiv  study-group  machine-translation  machine-learning  nlp 
26 days ago by jseppanen
Transformer-XL – Combining Transformers and RNNs Into a State-of-the-art Language Model | Lyrn.AI
nlp  attention  deep-learning  machine-learning 
4 weeks ago by jseppanen
[1901.05415] Learning from Dialogue after Deployment: Feed Yourself, Chatbot!
nlp  arxiv  study-group  machine-learning  facebook 
4 weeks ago by jseppanen
HMTL for NLP
This is a demo of HMTL for NLP, our new NLP multi-task model that reaches or beats SotA on 4 distinct NLP tasks.
machine-learning  nlp  demo 
4 weeks ago by jseppanen
Evaluating Text Output in NLP: BLEU at your own risk
One question I get fairly often from folks who are just getting into NLP is how to evaluate systems when the output of that system is text, rather than some sort of classification of the input text…
machine-learning  nlp  machine-translation  evaluation 
4 weeks ago by jseppanen
[1901.02860] Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
deep-learning  arxiv  machine-learning  study-group  nlp 
5 weeks ago by jseppanen
facebookresearch/StarSpace: Learning embeddings for classification, retrieval and ranking.
Learning embeddings for classification, retrieval and ranking. - facebookresearch/StarSpace
machine-learning  deep-learning  recommender  ranking  nlp 
8 weeks ago by jseppanen
[1809.08370] Semi-Supervised Sequence Modeling with Cross-View Training
nlp  arxiv  machine-learning  deep-learning  study-group 
10 weeks ago by jseppanen
GitHub - ziyin-dl/word-embedding-dimensionality-selection: On the Dimensionality of Word Embedding, NIPS 2018
nlp  deep-learning  machine-learning 
10 weeks ago by jseppanen
[1811.06031] A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks
deep-learning  arxiv  machine-learning  nlp 
november 2018 by jseppanen
GitHub - huggingface/hmtl: HMTL: Hierarchical Multi-Task Learning
deep-learning  nlp  machine-learning  pytorch 
november 2018 by jseppanen
anttttti/Wordbatch: Parallel text feature extraction for machine learning
Parallel text feature extraction for machine learning - anttttti/Wordbatch
nlp  distributed-computing 
november 2018 by jseppanen
GitHub - google-research/bert: TensorFlow code and pre-trained models for BERT
TensorFlow code and pre-trained models for BERT
machine-translation  google  machine-learning  nlp  deep-learning  pretrained-model 
november 2018 by jseppanen
GitHub - google/sentencepiece: Unsupervised text tokenizer for Neural Network-based text generation.
deep-learning  machine-learning  nlp 
october 2018 by jseppanen
[1810.10222] Universal Language Model Fine-Tuning with Subword Tokenization for Polish
fast-ai  nlp  machine-learning  deep-learning 
october 2018 by jseppanen
GitHub - artetxem/monoses: Unsupervised Statistical Machine Translation
deep-learning  nlp  machine-translation  machine-learning  unsupervised-learning 
october 2018 by jseppanen
💥 Training Neural Nets on Larger Batches: Practical Tips for 1-GPU, Multi-GPU & Distributed setups
pytorch  deep-learning  machine-learning  distributed-computing  nlp 
october 2018 by jseppanen
Cython Architecture · spaCy API Documentation
spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.
python  python-cython  optimization  nlp 
october 2018 by jseppanen
[1810.04805] BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
deep-learning  arxiv  nlp  study-group  machine-learning 
october 2018 by jseppanen
GitHub - facebookresearch/UnsupervisedMT: Phrase-Based & Neural Unsupervised Machine Translation
nlp  machine-learning  machine-translation  deep-learning 
september 2018 by jseppanen
Towards Natural Language Semantic Code Search | GitHub Engineering
machine-learning  search  nlp  deep-learning 
september 2018 by jseppanen
AllenNLP - Tutorials
nlp  tutorial  deep-learning  machine-learning 
september 2018 by jseppanen
[1804.07915] A Stable and Effective Learning Strategy for Trainable Greedy Decoding
machine-translation  nlp  deep-learning  machine-learning  search  arxiv 
september 2018 by jseppanen
Unsupervised machine translation: A novel approach to provide fast, accurate translations for more languages – Facebook Code
nlp  facebook  unsupervised-learning  deep-learning  machine-translation  machine-learning 
september 2018 by jseppanen
[1808.09663] Wasserstein is all you need
machine-learning  nlp  arxiv  study-group  deep-learning 
august 2018 by jseppanen
rsennrich/subword-nmt: Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
machine-learning  deep-learning  machine-translation  feature-engineering  nlp 
august 2018 by jseppanen
[1808.03867] Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
machine-learning  arxiv  deep-learning  nlp  study-group 
august 2018 by jseppanen
[1807.03819] Universal Transformers
deep-learning  machine-learning  arxiv  google  study-group  deepmind  nlp 
august 2018 by jseppanen
GitHub - openai/finetune-transformer-lm: Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
machine-learning  deep-learning  open-ai  nlp 
august 2018 by jseppanen
Transfer Learning in NLP – Feedly Blog
nlp  machine-learning  tutorial  fast-ai  deep-learning 
august 2018 by jseppanen
Building new NLP solutions with spaCy and Prodigy - Speaker Deck
machine-learning  spacy  nlp  deep-learning 
august 2018 by jseppanen
Transfer Learning in Natural Language Processing | Intel® Software
machine-learning  nlp  fast-ai  deep-learning 
july 2018 by jseppanen
Latest best-practices topics - Prodigy Support
machine-learning  nlp 
july 2018 by jseppanen
CoNaLa: The Code/Natural Language Challenge
nlp  machine-learning  dataset 
june 2018 by jseppanen
GitHub - facebookresearch/translagent: Code for Emergent Translation in Multi-Agent Communication
machine-learning  machine-translation  nlp  pytorch  unsupervised-learning  deep-learning 
june 2018 by jseppanen
GitHub - jiesutd/NCRFpp: NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
deep-learning  nlp  machine-learning  pytorch 
june 2018 by jseppanen
GitHub - huggingface/pytorch-openai-transformer-lm: A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
pytorch  machine-learning  deep-learning  nlp 
june 2018 by jseppanen
Improving Language Understanding with Unsupervised Learning
open-ai  nlp  deep-learning  study-group  machine-learning 
june 2018 by jseppanen
[1805.12096] Marian: Cost-effective High-Quality Neural Machine Translation in C++
deep-learning  arxiv  machine-translation  nlp  machine-learning 
may 2018 by jseppanen
AllenNLP
AllenNLP is an open-source NLP research library, built on PyTorch.
pytorch  nlp 
may 2018 by jseppanen
[1805.04908] On the Practical Computational Power of Finite Precision RNNs for Language Recognition
arxiv  lstm  deep-learning  rnn  nlp  machine-learning 
may 2018 by jseppanen
[1805.01070] What you can cram into a single vector: Probing sentence embeddings for linguistic properties
arxiv  machine-learning  deep-learning  nlp  facebook 
may 2018 by jseppanen
GitHub - XuezheMax/NeuroNLP2: Deep neural models for core NLP tasks (Pytorch version)
nlp  pytorch  machine-learning  deep-learning 
may 2018 by jseppanen
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension | OpenReview
nlp  study-group  machine-learning  deep-learning  convnet 
april 2018 by jseppanen
Spacy Visualiser
deep-learning  machine-learning  spacy  nlp 
april 2018 by jseppanen
[1804.07755] Phrase-Based & Neural Unsupervised Machine Translation
machine-translation  deep-learning  arxiv  nlp  machine-learning  facebook 
april 2018 by jseppanen
The Annotated Transformer
pytorch  deep-learning  machine-translation  attention  machine-learning  nlp 
april 2018 by jseppanen
[1804.00247] Training Tips for the Transformer Model
machine-learning  nlp  arxiv  deep-learning  sequence-to-sequence 
april 2018 by jseppanen
GitHub - artetxem/undreamt: Unsupervised Neural Machine Translation
pytorch  machine-translation  deep-learning  machine-learning  nlp 
march 2018 by jseppanen
Achieving Human Parity on Automatic Chinese to English News Translation
nlp  machine-translation  deep-learning  machine-learning  study-group 
march 2018 by jseppanen
Requests for Research
deep-learning  machine-learning  nlp 
march 2018 by jseppanen
A Comprehensive Introduction to Torchtext (Practical Torchtext part 1) | Machine Learning Explained
pytorch  nlp  machine-learning 
march 2018 by jseppanen
Deep Learning, Structure and Innate Priors | Abigail See
nlp  video  machine-learning  deep-learning 
february 2018 by jseppanen
[1802.06893] Learning Word Vectors for 157 Languages
arxiv  deep-learning  nlp  machine-learning  facebook 
february 2018 by jseppanen
[1802.07089] Attentive Tensor Product Learning for Language Generation and Grammar Parsing
deep-learning  machine-learning  study-group  arxiv  nlp 
february 2018 by jseppanen
[1710.04087] Word Translation Without Parallel Data
study-group  facebook  arxiv  machine-learning  deep-learning  adversarial-learning  nlp 
february 2018 by jseppanen
[1802.05365] Deep contextualized word representations
deep-learning  arxiv  nlp  machine-learning  study-group 
february 2018 by jseppanen
[1704.01444v2] Learning to Generate Reviews and Discovering Sentiment
nlp  study-group  machine-learning  arxiv  open-ai  deep-learning 
january 2018 by jseppanen
GitHub - NVIDIA/sentiment-discovery: Unsupervised Language Modeling at scale for robust sentiment classification
machine-learning  pytorch  deep-learning  nlp 
january 2018 by jseppanen
[1801.06146] Fine-tuned Language Models for Text Classification
machine-learning  study-group  deep-learning  nlp  arxiv 
january 2018 by jseppanen
[1710.11041] Unsupervised Neural Machine Translation
nlp  machine-translation  machine-learning  deep-learning  arxiv 
january 2018 by jseppanen
[1801.00632] Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes
deep-learning  nlp  rnn  machine-learning  arxiv 
january 2018 by jseppanen
[1712.07316] A Flexible Approach to Automated RNN Architecture Generation
machine-learning  arxiv  rnn  deep-learning  nlp  machine-translation 
january 2018 by jseppanen
GitHub - keon/seq2seq: Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
seq2seq - Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
pytorch  nlp  sequence-to-sequence  machine-translation  machine-learning 
december 2017 by jseppanen
Deep Learning for NLP, advancements and trends in 2017 - Tryolabs Blog
deep-learning  machine-learning  nlp 
december 2017 by jseppanen
Smerity.com: Understanding the Mixture of Softmaxes (MoS)
machine-learning  deep-learning  nlp 
november 2017 by jseppanen
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