Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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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.
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wechselCode for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
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backpropBackprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
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label-studio-transformersLabel data using HuggingFace's transformers and automatically get a prediction service
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classyclassy is a simple-to-use library for building high-performance Machine Learning models in NLP.
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Easy BertA Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
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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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text2classMulti-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT
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Spacy Transformers🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
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COCO-LM[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
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Chars2vecCharacter-based word embeddings model based on RNN for handling real world texts
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Bert As ServiceMapping a variable-length sentence to a fixed-length vector using BERT model
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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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Spark NlpState of the Art Natural Language Processing
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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Bert PytorchGoogle AI 2018 BERT pytorch implementation
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TabFormerCode & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
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question generatorAn NLP system for generating reading comprehension questions
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FasterTransformerTransformer related optimization, including BERT, GPT
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oreilly-bert-nlpThis repository contains code for the O'Reilly Live Online Training for BERT
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ErnieOfficial implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
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Tf Seq2seqSequence to sequence learning using TensorFlow.
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anonymisationAnonymization of legal cases (Fr) based on Flair embeddings
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Text-SummarizationAbstractive and Extractive Text summarization using Transformers.
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Fill-the-GAP[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle
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Basic-UI-for-GPT-J-6B-with-low-vramA repository to run gpt-j-6b on low vram machines (4.2 gb minimum vram for 2000 token context, 3.5 gb for 1000 token context). Model loading takes 12gb free ram.
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KB-ALBERTKB국민은행에서 제공하는 경제/금융 도메인에 특화된 한국어 ALBERT 모델
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DiscEvalDiscourse Based Evaluation of Language Understanding
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Practical NlpOfficial Repository for 'Practical Natural Language Processing' by O'Reilly Media
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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
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Transformers-TutorialsThis repository contains demos I made with the Transformers library by HuggingFace.
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minGPT-TFA minimal TF2 re-implementation of the OpenAI GPT training
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NLP-paper🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/
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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…
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gpt-j-apiAPI for the GPT-J language model 🦜. Including a FastAPI backend and a streamlit frontend
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language-plannerOfficial Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
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bert-squeeze🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
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TorchBlocksA PyTorch-based toolkit for natural language processing
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robo-vlnPytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"
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BotlibreAn open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
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WSDM-Cup-2019[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.
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miniconsUtility for analyzing Transformer based representations of 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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bangla-bertBangla-Bert is a pretrained bert model for Bengali language
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HugsVisionHugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
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golgothaContextualised Embeddings and Language Modelling using BERT and Friends using R
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text2textText2Text: Cross-lingual natural language processing and generation toolkit
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ercEmotion recognition in conversation
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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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BluebertBlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
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Autonlp🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
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Oie ResourcesA curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
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NerNamed Entity Recognition
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