Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with bert
A curated list of projects in awesome lists tagged with bert .
https://github.com/huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Last synced: 16 Dec 2024
https://github.com/deepset-ai/haystack
:mag: AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers
Last synced: 17 Dec 2024
https://github.com/graykode/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
attention bert natural-language-processing nlp paper pytorch tensorflow transformer tutorial
Last synced: 17 Dec 2024
https://github.com/datawhalechina/leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
bert chatgpt cnn deep-learning diffusion gan leedl-tutorial machine-learning network-compression pruning reinforcement-learning rnn self-attention transfer-learning transformer tutorial
Last synced: 16 Dec 2024
https://github.com/jina-ai/clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec
Last synced: 16 Dec 2024
https://github.com/paddlepaddle/paddlenlp
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Last synced: 16 Dec 2024
https://github.com/PaddlePaddle/PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Last synced: 27 Oct 2024
https://github.com/ymcui/chinese-bert-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
bert bert-wwm bert-wwm-ext chinese-bert nlp pytorch rbt roberta roberta-wwm tensorflow
Last synced: 18 Dec 2024
https://github.com/ymcui/Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
bert bert-wwm bert-wwm-ext chinese-bert nlp pytorch rbt roberta roberta-wwm tensorflow
Last synced: 31 Oct 2024
https://github.com/brightmart/nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec
Last synced: 01 Dec 2024
https://github.com/NielsRogge/Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
bert gpt-2 layoutlm pytorch transformers vision-transformer
Last synced: 30 Oct 2024
https://github.com/nielsrogge/transformers-tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
bert gpt-2 layoutlm pytorch transformers vision-transformer
Last synced: 16 Dec 2024
https://github.com/huggingface/tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
bert gpt language-model natural-language-processing natural-language-understanding nlp transformers
Last synced: 30 Oct 2024
https://github.com/fishaudio/Bert-VITS2
vits2 backbone with multilingual-bert
agent bert bert-vits bert-vits2 fish fish-speech llm tts vits vits2 vocoder
Last synced: 30 Oct 2024
https://github.com/jessevig/bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
bert gpt2 machine-learning natural-language-processing neural-network nlp pytorch roberta transformer transformers visualization
Last synced: 17 Dec 2024
https://github.com/paddlepaddle/ernie
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
bert ernie language-understanding natural-language-processing nlp
Last synced: 19 Dec 2024
https://github.com/PaddlePaddle/ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
bert ernie language-understanding natural-language-processing nlp
Last synced: 02 Nov 2024
https://github.com/codertimo/bert-pytorch
Google AI 2018 BERT pytorch implementation
bert language-model nlp pytorch transformer
Last synced: 17 Dec 2024
https://github.com/maartengr/bertopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers
Last synced: 16 Dec 2024
https://github.com/codertimo/BERT-pytorch
Google AI 2018 BERT pytorch implementation
bert language-model nlp pytorch transformer
Last synced: 02 Nov 2024
https://github.com/MaartenGr/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers
Last synced: 06 Nov 2024
https://github.com/nvidia/fastertransformer
Transformer related optimization, including BERT, GPT
Last synced: 18 Dec 2024
https://github.com/NVIDIA/FasterTransformer
Transformer related optimization, including BERT, GPT
Last synced: 27 Oct 2024
https://github.com/macanv/BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert bert-bilstm-crf blstm crf named-entity-recognition ner
Last synced: 02 Nov 2024
https://github.com/macanv/bert-bilstm-crf-ner
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert bert-bilstm-crf blstm crf named-entity-recognition ner
Last synced: 18 Dec 2024
https://github.com/bentrevett/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Last synced: 19 Dec 2024
https://github.com/thunlp/promptpapers
Must-read papers on prompt-based tuning for pre-trained language models.
ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit
Last synced: 04 Dec 2024
https://github.com/thunlp/PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit
Last synced: 05 Nov 2024
https://github.com/cluebenchmark/clue
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
albert benchmark bert chinese chineseglue corpus dataset glue language-model nlu pretrained-models pytorch roberta tensorflow transformers
Last synced: 19 Dec 2024
https://github.com/CLUEbenchmark/CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
albert benchmark bert chinese chineseglue corpus dataset glue language-model nlu pretrained-models pytorch roberta tensorflow transformers
Last synced: 31 Oct 2024
https://github.com/brightmart/albert_zh
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
albert bert chinese-corpus pre-trained pre-trained-model pytorch roberta tensorflow xlnet
Last synced: 21 Dec 2024
https://github.com/km1994/nlp_paper_study
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
attention bert entity-recognition gcn relation-extraction
Last synced: 20 Dec 2024
https://github.com/johnsnowlabs/spark-nlp
State of the Art Natural Language Processing
bert entity-extraction language-detection lemmatizer llamacpp llm machine-translation named-entity-recognition natural-language-processing nlp onnx part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers
Last synced: 16 Dec 2024
https://github.com/JohnSnowLabs/spark-nlp
State of the Art Natural Language Processing
bert entity-extraction language-detection lemmatizer llamacpp llm machine-translation named-entity-recognition natural-language-processing nlp onnx part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers
Last synced: 06 Nov 2024
https://github.com/maartengr/keybert
Minimal keyword extraction with BERT
bert keyphrase-extraction keyword-extraction mmr
Last synced: 16 Dec 2024
https://github.com/MaartenGr/KeyBERT
Minimal keyword extraction with BERT
bert keyphrase-extraction keyword-extraction mmr
Last synced: 06 Nov 2024
https://github.com/christianversloot/machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
albert bert clustering convolutional-neural-networks dbscan deep-learning gan gans gpt huggingface-transformers keras keras-tensorflow machine-learning neural-networks pytorch pytorch-implementation pytorch-tutorial scikit-learn tensorflow transformers
Last synced: 17 Dec 2024
https://github.com/MaartenGr/keyBERT
Minimal keyword extraction with BERT
bert keyphrase-extraction keyword-extraction mmr
Last synced: 16 Nov 2024
https://github.com/bytedance/lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
accelerate bart beam-search bert cuda diverse-decoding gpt inference multilingual-nmt sampling training transformer
Last synced: 18 Dec 2024
https://github.com/ben1234560/ailearning-theory-applying
快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。
ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp
Last synced: 19 Dec 2024
https://llmware-ai.github.io/llmware/
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering rag retrieval-augmented-generation semantic-search transformers
Last synced: 24 Sep 2024
https://github.com/ben1234560/AiLearning-Theory-Applying
快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。
ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp
Last synced: 08 Nov 2024
https://github.com/cvi-szu/linly
Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
bert chatbot chatgpt chinese chinese-nlp gpt-3 language-model llama nlp zero-shot-learning
Last synced: 20 Dec 2024
https://github.com/CVI-SZU/Linly
Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
bert chatbot chatgpt chinese chinese-nlp gpt-3 language-model llama nlp zero-shot-learning
Last synced: 24 Oct 2024
https://github.com/dbiir/uer-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Last synced: 20 Dec 2024
https://github.com/dbiir/UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Last synced: 02 Nov 2024
https://github.com/ddangelov/top2vec
Top2Vec learns jointly embedded topic, document and word vectors.
bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings
Last synced: 18 Dec 2024
https://github.com/ddangelov/Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings
Last synced: 01 Nov 2024
https://github.com/intellabs/nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers
Last synced: 26 Sep 2024
https://github.com/IntelLabs/nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers
Last synced: 30 Oct 2024
https://github.com/yuanzhoulvpi2017/zero_nlp
中文nlp解决方案(大模型、数据、模型、训练、推理)
bert bloom chatglm-6b clip dolly falcon gpt gpt-neox gpt2 huggingface-transformers llama2 nlp pipeline pytorch text-generation transformers
Last synced: 18 Dec 2024
https://github.com/brightmart/roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
bert chinese gpt2 pre-trained pre-trained-language-models roberta
Last synced: 18 Dec 2024
https://github.com/guillaume-be/rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation
Last synced: 16 Dec 2024
https://github.com/adapter-hub/adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
adapters bert lora natural-language-processing nlp parameter-efficient-learning parameter-efficient-tuning pytorch transformers
Last synced: 17 Dec 2024
https://github.com/adapter-hub/adapter-transformers
A Unified Library for Parameter-Efficient and Modular Transfer Learning
adapters bert lora natural-language-processing nlp parameter-efficient-learning parameter-efficient-tuning pytorch transformers
Last synced: 20 Nov 2024
https://github.com/km1994/nlp-interview-notes
该仓库主要记录 NLP 算法工程师相关的面试题
bert deel-learning ner nlp transformer
Last synced: 29 Nov 2024
https://github.com/km1994/NLP-Interview-Notes
该仓库主要记录 NLP 算法工程师相关的面试题
bert deel-learning ner nlp transformer
Last synced: 06 Nov 2024
https://github.com/cyberzhg/keras-bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Last synced: 26 Sep 2024
https://github.com/CyberZHG/keras-bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Last synced: 02 Nov 2024
https://github.com/datawhalechina/learn-nlp-with-transformers
we want to create a repo to illustrate usage of transformers in chinese
Last synced: 19 Dec 2024
https://github.com/brikerman/kashgari
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning
Last synced: 17 Dec 2024
https://github.com/asyml/texar
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python tensorflow texar text-data text-generation xlnet
Last synced: 19 Dec 2024
https://github.com/BrikerMan/Kashgari
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning
Last synced: 30 Oct 2024
https://github.com/curiousily/getting-things-done-with-pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo
Last synced: 19 Dec 2024
https://github.com/curiousily/Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo
Last synced: 06 Nov 2024
https://github.com/namisan/mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
bert deep-learning machine-reading-comprehension microsoft multi-task-learning named-entity-recognition natural-language-understanding nlp pytorch ranking
Last synced: 20 Dec 2024
https://github.com/github/CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
bert cnn data data-science datasets deep-learning machine-learning machine-learning-on-source-code ml natural-language-processing neural-networks nlp nlp-machine-learning open-data programming-language-theory python representation-learning rnn self-attention tensorflow
Last synced: 24 Oct 2024
https://github.com/github/codesearchnet
Datasets, tools, and benchmarks for representation learning of code.
bert cnn data data-science datasets deep-learning machine-learning machine-learning-on-source-code ml natural-language-processing neural-networks nlp nlp-machine-learning open-data programming-language-theory python representation-learning rnn self-attention tensorflow
Last synced: 26 Sep 2024
https://github.com/lonepatient/bert-ner-pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span
Last synced: 21 Dec 2024
https://github.com/lonePatient/BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span
Last synced: 16 Nov 2024
https://github.com/alibaba/easynlp
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning nlp pretrained-models pytorch text-classification text-image-retrieval text-to-image-synthesis transfer-learning transformers
Last synced: 20 Dec 2024
https://github.com/alibaba/EasyNLP
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning nlp pretrained-models pytorch text-classification text-image-retrieval text-to-image-synthesis transfer-learning transformers
Last synced: 27 Oct 2024
https://github.com/songyouwei/absa-pytorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
aspect-based-sentiment-analysis attention bert natural-language-processing nlp sentiment-analysis sentiment-classification
Last synced: 21 Dec 2024
https://github.com/microsoft/deberta
The implementation of DeBERTa
bert deeplearning language-model natural-language-understanding representation-learning roberta self-attention transformer-encoder
Last synced: 20 Dec 2024
https://github.com/alibaba/alicemind
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
bert deep-learning natural-language-processing nlp
Last synced: 21 Dec 2024
https://github.com/microsoft/DeBERTa
The implementation of DeBERTa
bert deeplearning language-model natural-language-understanding representation-learning roberta self-attention transformer-encoder
Last synced: 09 Nov 2024
https://github.com/alibaba/AliceMind
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
bert deep-learning natural-language-processing nlp
Last synced: 27 Oct 2024
https://github.com/songyouwei/ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
aspect-based-sentiment-analysis attention bert natural-language-processing nlp sentiment-analysis sentiment-classification
Last synced: 02 Nov 2024
https://github.com/utterworks/fast-bert
Super easy library for BERT based NLP models
bert fast-bert fastai transformers
Last synced: 18 Dec 2024
https://github.com/hila-chefer/transformer-explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
attention-matrix attention-visualization bert bert-model cvpr2021 deep-learning explainability perturbation transformer-interpretability vision-transformer visualize-classifications vit
Last synced: 21 Dec 2024
https://github.com/yongzhuo/keras-textclassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
albert bert capsule charcnn crnn dcnn dpcnn embeddings fasttext han keras keras-textclassification leam nlp rcnn text-classification textcnn transformer vdcnn xlnet
Last synced: 18 Dec 2024
https://github.com/hila-chefer/Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
attention-matrix attention-visualization bert bert-model cvpr2021 deep-learning explainability perturbation transformer-interpretability vision-transformer visualize-classifications vit
Last synced: 30 Oct 2024
https://github.com/chineseglue/chineseglue
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
albert bert chinese-corpus datasets glue language-understanding nlp pre-trained-model
Last synced: 14 Dec 2024
https://github.com/ChineseGLUE/ChineseGLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
albert bert chinese-corpus datasets glue language-understanding nlp pre-trained-model
Last synced: 06 Nov 2024
https://github.com/nlpodyssey/spago
Self-contained Machine Learning and Natural Language Processing library in Go
artificial-intelligence automatic-differentiation automatic-translation bart bert bert-as-service computation-graph deep-learning deeplearning language-model lstm machine-learning named-entities-recognition natural-language-processing neural-network nlp question-answering recurrent-networks transformer-architecture
Last synced: 19 Dec 2024
https://github.com/deepset-ai/farm
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch
Last synced: 19 Dec 2024
https://github.com/deepset-ai/FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch
Last synced: 04 Nov 2024
https://github.com/imcaspar/gpt2-ml
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
bert chinese colab gpt-2 nlp pretrained-models tensorflow text-generation tpu
Last synced: 21 Dec 2024
https://github.com/nyu-mll/jiant
jiant is an nlp toolkit
bert multitask-learning nlp sentence-representation transfer-learning transformers
Last synced: 19 Dec 2024
https://github.com/lihanghang/nlp-knowledge-graph
自然语言处理、知识图谱、对话系统三大技术研究与应用。
bert deep-learning ernie event-driven kbqa knowledge-graph machine-learning ner nlp transformers
Last synced: 03 Dec 2024
https://github.com/lihanghang/NLP-Knowledge-Graph
自然语言处理、知识图谱、对话系统三大技术研究与应用。
bert deep-learning ernie event-driven kbqa knowledge-graph machine-learning ner nlp transformers
Last synced: 30 Oct 2024
https://github.com/airaria/textbrewer
A PyTorch-based knowledge distillation toolkit for natural language processing
bert distillation knowledge nlp pytorch
Last synced: 21 Dec 2024
https://github.com/beir-cellar/beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
ance benchmark bert colbert dataset deep-learning dpr elasticsearch information-retrieval nlp passage-retrieval pytorch question-generation retrieval retrieval-models sbert sentence-transformers use-qa zero-shot-retrieval
Last synced: 17 Dec 2024
https://github.com/airaria/TextBrewer
A PyTorch-based knowledge distillation toolkit for natural language processing
bert distillation knowledge nlp pytorch
Last synced: 03 Nov 2024
https://github.com/paddlepaddle/paddleslim
PaddleSlim is an open-source library for deep model compression and architecture search.
bert compression detection distillation ernie nas pruning quantization segmentation sparsity tensorrt transformer yolov5 yolov6 yolov7
Last synced: 19 Dec 2024
https://github.com/PaddlePaddle/PaddleSlim
PaddleSlim is an open-source library for deep model compression and architecture search.
bert compression detection distillation ernie nas pruning quantization segmentation sparsity tensorrt transformer yolov5 yolov6 yolov7
Last synced: 28 Oct 2024
https://github.com/yongzhuo/nlp_xiaojiang
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用
bert chatbot chinese data-augmentation distance enhance feature nlp text-augment text-classification xlnet
Last synced: 21 Dec 2024
https://github.com/keyu-tian/spark
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl
Last synced: 15 Dec 2024
https://github.com/tencent/turbotransformers
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
albert bert decoder gpt2 gpu huggingface-transformers inference machine-translation nlp pytorch roberta transformer
Last synced: 15 Dec 2024
https://github.com/Tencent/TurboTransformers
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
albert bert decoder gpt2 gpu huggingface-transformers inference machine-translation nlp pytorch roberta transformer
Last synced: 27 Oct 2024