text2classMulti-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT
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Object-Goal-NavigationPytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"
Stars: ✭ 107 (+214.71%)
Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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Pytorch-NLUPytorch-NLU,一个中文文本分类、序列标注工具包,支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…
Stars: ✭ 151 (+344.12%)
question generatorAn NLP system for generating reading comprehension questions
Stars: ✭ 188 (+452.94%)
TorchBlocksA PyTorch-based toolkit for natural language processing
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Tokenizers💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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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.
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NavigationROS Navigation stack. Code for finding where the robot is and how it can get somewhere else.
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label-studio-transformersLabel data using HuggingFace's transformers and automatically get a prediction service
Stars: ✭ 117 (+244.12%)
gplPowerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577
Stars: ✭ 216 (+535.29%)
wechselCode for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
Stars: ✭ 39 (+14.71%)
ercEmotion recognition in conversation
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HugsVisionHugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
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Spark NlpState of the Art Natural Language Processing
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text2textText2Text: Cross-lingual natural language processing and generation toolkit
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ParsBigBirdPersian Bert For Long-Range Sequences
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Navigation2ROS2 Navigation Framework and System
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Rsband local plannerA ROS move_base local planner plugin for Car-Like robots with Ackermann or 4-Wheel-Steering.
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A2l[ICLR 2020] Learning to Move with Affordance Maps 🗺️🤖💨
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Transformers-TutorialsThis repository contains demos I made with the Transformers library by HuggingFace.
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anonymisationAnonymization of legal cases (Fr) based on Flair embeddings
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DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
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ROS Basic SLAMBUILDING AN AUTOMATIC VEHICLE BASED ON STEREO CAMERA
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RustRoboticsRust implementation of PythonRobotics such as EKF, DWA, Pure Pursuit, LQR.
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backpropBackprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
Stars: ✭ 229 (+573.53%)
Text-SummarizationAbstractive and Extractive Text summarization using Transformers.
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CLF reactive planning systemThis package provides a CLF-based reactive planning system, described in paper: Efficient Anytime CLF Reactive Planning System for a Bipedal Robot on Undulating Terrain. The reactive planning system consists of a 5-Hz planning thread to guide a robot to a distant goal and a 300-Hz Control-Lyapunov-Function-based (CLF-based) reactive thread to co…
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bangla-bertBangla-Bert is a pretrained bert model for Bengali language
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OpenDialogAn Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统,一键部署微信闲聊机器人)
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policy-data-analyzerBuilding a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
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classyclassy is a simple-to-use library for building high-performance Machine Learning models in NLP.
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Clue中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
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Fast BertSuper easy library for BERT based NLP models
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Nlp ArchitectA model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
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Neural SlamPytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
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neonavigationA 2-D/3-DOF seamless global/local mobile robot motion planner package for ROS
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oreilly-bert-nlpThis repository contains code for the O'Reilly Live Online Training for BERT
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bert-squeeze🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
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golgothaContextualised Embeddings and Language Modelling using BERT and Friends using R
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robustness-vitContains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).
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text2keywordsTrained T5 and T5-large model for creating keywords from text
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micvisionMicvision package provide exploration and location for robot using navigation and cartographer packages
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LMMSLanguage Modelling Makes Sense - WSD (and more) with Contextual Embeddings
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Product-Categorization-NLPMulti-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
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small-textActive Learning for Text Classification in Python
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DocProductMedical Q&A with Deep Language Models
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bert-AADAdversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation
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BERT-NERUsing pre-trained BERT models for Chinese and English NER with 🤗Transformers
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bernA neural named entity recognition and multi-type normalization tool for biomedical text mining
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dl-reluDeep Learning using Rectified Linear Units (ReLU)
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