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bert sabert sentiment analysis tensorflow serving with RESTful API
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DocProductMedical Q&A with Deep Language Models
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wechselCode for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
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DeepNERAn Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.
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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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SentimentAnalysis(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset
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MengziMengzi Pretrained Models
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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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PDNThe official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
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bert-as-a-service TFXEnd-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
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TorchBlocksA PyTorch-based toolkit for natural language processing
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textwiser[AAAI 2021] TextWiser: Text Featurization Library
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semantic-document-relationsImplementation, trained models and result data for the paper "Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles"
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JD2Skills-BERT-XMLCCode and Dataset for the Bhola et al. (2020) Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework
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textgoText preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!
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VideoBERTUsing VideoBERT to tackle video prediction
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BERT-embeddingA simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow
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ALBERT-PytorchPytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)
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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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PromptPapersMust-read papers on prompt-based tuning for pre-trained language models.
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troveWeakly supervised medical named entity classification
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iamQA中文wiki百科QA阅读理解问答系统,使用了CCKS2016数据的NER模型和CMRC2018的阅读理解模型,还有W2V词向量搜索,使用torchserve部署
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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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robo-vlnPytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"
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mcQA🔮 Answering multiple choice questions with Language Models.
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KARENKAREN: Unifying Hatespeech Detection and Benchmarking
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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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ParsBigBirdPersian Bert For Long-Range Sequences
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sticker2Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot
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Text-SummarizationAbstractive and Extractive Text summarization using Transformers.
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ADL2019Applied Deep Learning (2019 Spring) @ NTU
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anonymisationAnonymization of legal cases (Fr) based on Flair embeddings
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MSR2021-ProgramRepairCode of our paper Applying CodeBERT for Automated Program Repair of Java Simple Bugs which is accepted to MSR 2021.
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KLUE📖 Korean NLU Benchmark
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Kevinpro-NLP-demoAll NLP you Need Here. 个人实现了一些好玩的NLP demo,目前包含13个NLP应用的pytorch实现
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pytorch-translmAn implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.
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keras-bert-nerKeras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT
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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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golgothaContextualised Embeddings and Language Modelling using BERT and Friends using R
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NAG-BERT[EACL'21] Non-Autoregressive with Pretrained Language Model
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classyclassy is a simple-to-use library for building high-performance Machine Learning models in NLP.
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deepsegChinese word segmentation in tensorflow 2.x
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HugsVisionHugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
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ark-nlpA private nlp coding package, which quickly implements the SOTA solutions.
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DE-LIMITDeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.
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LMMSLanguage Modelling Makes Sense - WSD (and more) with Contextual Embeddings
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text2textText2Text: Cross-lingual natural language processing and generation toolkit
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CLUE pytorchCLUE baseline pytorch CLUE的pytorch版本基线
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TEXTOIRTEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)
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