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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BERT-embeddingA simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow
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MobileQA离线端阅读理解应用 QA for mobile, Android & iPhone
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task-transferabilityData and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.
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berserkerBerserker - BERt chineSE woRd toKenizER
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TextPair文本对关系比较 - 语义相似度、字面相似度、文本蕴含等等
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troveWeakly supervised medical named entity classification
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bernA neural named entity recognition and multi-type normalization tool for biomedical text mining
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classifier multi labelmulti-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification
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HugsVisionHugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
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label-studio-transformersLabel data using HuggingFace's transformers and automatically get a prediction service
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NER-FunTool本NER项目包含多个中文数据集,模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等,最后用TFServing进行模型部署,线上推理和线下推理。
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consistencyImplementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models
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golgothaContextualised Embeddings and Language Modelling using BERT and Friends using R
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Transformers-TutorialsThis repository contains demos I made with the Transformers library by HuggingFace.
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bangla-bertBangla-Bert is a pretrained bert model for Bengali language
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roberta-wwm-base-distillthis is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large
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AnnA Anki neuronal AppendixUsing machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
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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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ark-nlpA private nlp coding package, which quickly implements the SOTA solutions.
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NAG-BERT[EACL'21] Non-Autoregressive with Pretrained Language Model
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ADL2019Applied Deep Learning (2019 Spring) @ NTU
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PromptPapersMust-read papers on prompt-based tuning for pre-trained language models.
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bert-AADAdversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation
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sticker2Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot
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SA-BERTCIKM 2020: Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots
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ganbert-pytorchEnhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
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FinBERTA Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097
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banglabertThis repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…
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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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BertSimilarityComputing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。
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NSP-BERTThe code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
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FasterTransformerTransformer related optimization, including BERT, GPT
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muse-as-serviceREST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.
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ganbertEnhancing the BERT training with Semi-supervised Generative Adversarial Networks
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syntaxdotNeural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.
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DiscEvalDiscourse Based Evaluation of Language Understanding
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TorchBlocksA PyTorch-based toolkit for natural language processing
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Transformer-QG-on-SQuADImplement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)
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cdQA-ui⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.
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XpersonaXPersona: Evaluating Multilingual Personalized Chatbot
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knowledge-graph-nlp-in-action从模型训练到部署,实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。
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Filipino-Text-BenchmarksOpen-source benchmark datasets and pretrained transformer models in the Filipino language.
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MengziMengzi Pretrained Models
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KLUE📖 Korean NLU Benchmark
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ALBERT-PytorchPytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)
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ai web RISKOUT BTS국방 리스크 관리 플랫폼 (🏅 국방부장관상/Minister of National Defense Award)
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