Spacy Transformers🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Stars: ✭ 919 (+766.98%)
Chars2vecCharacter-based word embeddings model based on RNN for handling real world texts
Stars: ✭ 130 (+22.64%)
Tokenizers💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Stars: ✭ 5,077 (+4689.62%)
Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Stars: ✭ 55,742 (+52486.79%)
Attention MechanismsImplementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Stars: ✭ 203 (+91.51%)
GraphbrainLanguage, Knowledge, Cognition
Stars: ✭ 294 (+177.36%)
MagnitudeA fast, efficient universal vector embedding utility package.
Stars: ✭ 1,394 (+1215.09%)
Chat基于自然语言理解与机器学习的聊天机器人,支持多用户并发及自定义多轮对话
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DebertaThe implementation of DeBERTa
Stars: ✭ 541 (+410.38%)
Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
Stars: ✭ 646 (+509.43%)
Oie ResourcesA curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Stars: ✭ 283 (+166.98%)
Transfer NlpNLP library designed for reproducible experimentation management
Stars: ✭ 287 (+170.75%)
ChakinSimple downloader for pre-trained word vectors
Stars: ✭ 323 (+204.72%)
TrankitTrankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
Stars: ✭ 311 (+193.4%)
Chinese nlu by using rasa nlu使用 RASA NLU 来构建中文自然语言理解系统(NLU)| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)
Stars: ✭ 99 (-6.6%)
SeqganA simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Stars: ✭ 502 (+373.58%)
Speech Emotion AnalyzerThe neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Stars: ✭ 633 (+497.17%)
BotlibreAn open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Stars: ✭ 412 (+288.68%)
CiffCornell Instruction Following Framework
Stars: ✭ 23 (-78.3%)
Syntree2vecAn algorithm to augment syntactic hierarchy into word embeddings
Stars: ✭ 9 (-91.51%)
BlocksBlocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
Stars: ✭ 39 (-63.21%)
BluebertBlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
Stars: ✭ 273 (+157.55%)
Autonlp🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
Stars: ✭ 263 (+148.11%)
NerNamed Entity Recognition
Stars: ✭ 288 (+171.7%)
ArticutapiAPI of Articut 中文斷詞 (兼具語意詞性標記):「斷詞」又稱「分詞」,是中文資訊處理的基礎。Articut 不用機器學習,不需資料模型,只用現代白話中文語法規則,即能達到 SIGHAN 2005 F1-measure 94% 以上,Recall 96% 以上的成績。
Stars: ✭ 252 (+137.74%)
Clause🏇 聊天机器人,自然语言理解,语义理解
Stars: ✭ 323 (+204.72%)
BiosentvecBioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Stars: ✭ 308 (+190.57%)
Tf Seq2seqSequence to sequence learning using TensorFlow.
Stars: ✭ 387 (+265.09%)
COCO-LM[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
Stars: ✭ 109 (+2.83%)
Practical NlpOfficial Repository for 'Practical Natural Language Processing' by O'Reilly Media
Stars: ✭ 452 (+326.42%)
Nlp NotebooksA collection of notebooks for Natural Language Processing from NLP Town
Stars: ✭ 513 (+383.96%)
Bert Embedding🔡 Token level embeddings from BERT model on mxnet and gluonnlp
Stars: ✭ 424 (+300%)
Bert As ServiceMapping a variable-length sentence to a fixed-length vector using BERT model
Stars: ✭ 9,779 (+9125.47%)
Awesome Bert NlpA curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
Stars: ✭ 567 (+434.91%)
Nlp RecipesNatural Language Processing Best Practices & Examples
Stars: ✭ 5,783 (+5355.66%)
Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
Stars: ✭ 3,209 (+2927.36%)
SpagoSelf-contained Machine Learning and Natural Language Processing library in Go
Stars: ✭ 854 (+705.66%)
Text2vecFast vectorization, topic modeling, distances and GloVe word embeddings in R.
Stars: ✭ 715 (+574.53%)
Gsoc2018 3gm💫 Automated codification of Greek Legislation with NLP
Stars: ✭ 36 (-66.04%)
Textblob ArArabic support for textblob
Stars: ✭ 60 (-43.4%)
LudwigData-centric declarative deep learning framework
Stars: ✭ 8,018 (+7464.15%)
BertTensorFlow code and pre-trained models for BERT
Stars: ✭ 29,971 (+28174.53%)
Spark Nlp ModelsModels and Pipelines for the Spark NLP library
Stars: ✭ 88 (-16.98%)
Bidaf KerasBidirectional Attention Flow for Machine Comprehension implemented in Keras 2
Stars: ✭ 60 (-43.4%)
Gpt2PyTorch Implementation of OpenAI GPT-2
Stars: ✭ 64 (-39.62%)
Mt DnnMulti-Task Deep Neural Networks for Natural Language Understanding
Stars: ✭ 72 (-32.08%)
Greek BertA Greek edition of BERT pre-trained language model
Stars: ✭ 84 (-20.75%)
Catalyst🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
Stars: ✭ 224 (+111.32%)
WordgcnACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Stars: ✭ 230 (+116.98%)
Dl Nlp ReadingsMy Reading Lists of Deep Learning and Natural Language Processing
Stars: ✭ 656 (+518.87%)