Awesome Bert NlpA curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
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AutogluonAutoGluon: AutoML for Text, Image, and Tabular Data
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Learn To Select DataCode for Learning to select data for transfer learning with Bayesian Optimization
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Bert Sklearna sklearn wrapper for Google's BERT model
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Spacy Transformers🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Stars: ✭ 919 (+580.74%)
ScattertextBeautiful visualizations of how language differs among document types.
Stars: ✭ 1,722 (+1175.56%)
UdaUnsupervised Data Augmentation (UDA)
Stars: ✭ 1,877 (+1290.37%)
Neuro🔮 Neuro.js is machine learning library for building AI assistants and chat-bots (WIP).
Stars: ✭ 126 (-6.67%)
PytextrankPython implementation of TextRank for phrase extraction and summarization of text documents
Stars: ✭ 1,675 (+1140.74%)
Spacy Js🎀 JavaScript API for spaCy with Python REST API
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Chars2vecCharacter-based word embeddings model based on RNN for handling real world texts
Stars: ✭ 130 (-3.7%)
Nlp Pretrained ModelA collection of Natural language processing pre-trained models.
Stars: ✭ 122 (-9.63%)
Mk TfjsPlay MK.js with TensorFlow.js
Stars: ✭ 133 (-1.48%)
Neuraldialog LarlPyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
Stars: ✭ 127 (-5.93%)
PymetamapPython wraper for MetaMap
Stars: ✭ 119 (-11.85%)
Shotcode released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
Stars: ✭ 134 (-0.74%)
Stanford Tensorflow TutorialsThis repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Stars: ✭ 10,098 (+7380%)
Dat8General Assembly's 2015 Data Science course in Washington, DC
Stars: ✭ 1,516 (+1022.96%)
Snca.pytorchImproving Generalization via Scalable Neighborhood Component Analysis
Stars: ✭ 124 (-8.15%)
Unified SummarizationOfficial codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.
Stars: ✭ 114 (-15.56%)
ClicrMachine reading comprehension on clinical case reports
Stars: ✭ 123 (-8.89%)
Konoha🌿 An easy-to-use Japanese Text Processing tool, which makes it possible to switch tokenizers with small changes of code.
Stars: ✭ 130 (-3.7%)
Files2rougeCalculating ROUGE score between two files (line-by-line)
Stars: ✭ 120 (-11.11%)
Sigir2020 peterrecParameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
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MedquadMedical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites
Stars: ✭ 129 (-4.44%)
ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Stars: ✭ 134 (-0.74%)
DialoglueDialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
Stars: ✭ 120 (-11.11%)
Deep LyricsLyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network
Stars: ✭ 127 (-5.93%)
Scattertext PydataNotebooks for the Seattle PyData 2017 talk on Scattertext
Stars: ✭ 132 (-2.22%)
DiscobertCode for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
Stars: ✭ 120 (-11.11%)
Haystack🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
Stars: ✭ 3,409 (+2425.19%)
Mams For AbsaA Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
Stars: ✭ 135 (+0%)
NonautoreggenprogressTracking the progress in non-autoregressive generation (translation, transcription, etc.)
Stars: ✭ 118 (-12.59%)
LaserembeddingsLASER multilingual sentence embeddings as a pip package
Stars: ✭ 125 (-7.41%)
FlairA very simple framework for state-of-the-art Natural Language Processing (NLP)
Stars: ✭ 11,065 (+8096.3%)
KeitaMy personal toolkit for PyTorch development.
Stars: ✭ 124 (-8.15%)
Cogcomp NlpyCogComp's light-weight Python NLP annotators
Stars: ✭ 115 (-14.81%)
Zamia AiFree and open source A.I. system based on Python, TensorFlow and Prolog.
Stars: ✭ 133 (-1.48%)
RbertImplementation of BERT in R
Stars: ✭ 114 (-15.56%)
Tensorflow NlpNLP and Text Generation Experiments in TensorFlow 2.x / 1.x
Stars: ✭ 1,487 (+1001.48%)
DeclutrThe corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Stars: ✭ 111 (-17.78%)
PrenlpPreprocessing Library for Natural Language Processing
Stars: ✭ 130 (-3.7%)
Lingopackage lingo provides the data structures and algorithms required for natural language processing
Stars: ✭ 113 (-16.3%)
Fnc 1 BaselineA baseline implementation for FNC-1
Stars: ✭ 123 (-8.89%)