VERSEVancouver Event and Relation System for Extraction
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Zero-Shot-TTSUnofficial Implementation of Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration
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cometaCorpus of Online Medical EnTities: the cometA corpus
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XpersonaXPersona: Evaluating Multilingual Personalized Chatbot
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TDRGTransformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021
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staginSTAGIN: Spatio-Temporal Attention Graph Isomorphism Network
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CogIECogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
Stars: ✭ 47 (-25.4%)
NiuTrans.NMTA Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
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PathNRESource code and dataset of EMNLP2017 paper "Incorporating Relation Paths in Neural Relation Extraction".
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proc-thatproc(ess)-that - easy extendable ETL tool for Node.js. Written in TypeScript.
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verseagilityRamp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.
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php-json-apiJSON API transformer outputting valid (PSR-7) API Responses.
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towheeTowhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
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zeroZero -- A neural machine translation system
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External-Attention-pytorch🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Stars: ✭ 7,344 (+11557.14%)
FDDCNamed Entity Recognition & Relation Extraction 实体命名识别与关系分类
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PDNThe official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
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YOLOv5-Lite🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
Stars: ✭ 1,230 (+1852.38%)
wenetProduction First and Production Ready End-to-End Speech Recognition Toolkit
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Neural-Machine-TranslationSeveral basic neural machine translation models implemented by PyTorch & TensorFlow
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AttnSleep[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
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knodleA PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.
Stars: ✭ 76 (+20.63%)
RecycleNetAttentional Learning of Trash Classification
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jeelizGlanceTrackerJavaScript/WebGL lib: detect if the user is looking at the screen or not from the webcam video feed. Lightweight and robust to all lighting conditions. Great for play/pause videos if the user is looking or not, or for person detection. Link to live demo.
Stars: ✭ 68 (+7.94%)
HNREHierarchical Neural Relation Extraction
Stars: ✭ 93 (+47.62%)
protein-transformerPredicting protein structure through sequence modeling
Stars: ✭ 77 (+22.22%)
Ask2TransformersA Framework for Textual Entailment based Zero Shot text classification
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dialogreDialogue-Based Relation Extraction
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TransPosePyTorch Implementation for "TransPose: Keypoint localization via Transformer", ICCV 2021.
Stars: ✭ 250 (+296.83%)
MusicTransformer-PytorchMusicTransformer written for MaestroV2 using the Pytorch framework for music generation
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keyword-transformerOfficial implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769
Stars: ✭ 76 (+20.63%)
ClusterTransformerTopic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
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dodrioExploring attention weights in transformer-based models with linguistic knowledge.
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kospeechOpen-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
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pynsettA programmable relation extraction tool
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DocuNetCode and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".
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TitleStylistSource code for our "TitleStylist" paper at ACL 2020
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ConformerOfficial code for Conformer: Local Features Coupling Global Representations for Visual Recognition
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En-transformerImplementation of E(n)-Transformer, which extends the ideas of Welling's E(n)-Equivariant Graph Neural Network to attention
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Transformer-MM-Explainability[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
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AdaSpeechAdaSpeech: Adaptive Text to Speech for Custom Voice
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svelte-jestJest Svelte component transformer
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alpr utilsALPR model in unconstrained scenarios for Chinese license plates
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Context-TransformerContext-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
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transformerA simple TensorFlow implementation of the Transformer
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YaEtlYet Another ETL in PHP
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graphtransRepresenting Long-Range Context for Graph Neural Networks with Global Attention
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KGPool[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
Stars: ✭ 33 (-47.62%)