NLP-Pytorch-Assignment
An assignment from my grad-level data mining course (before I started personal projects) demonstrating some experience with NLP/neural networks/Pytorch
An assignment from my grad-level data mining course demonstrating some experience with NLP/neural networks/Pytorch
Overview
Owner
David Thorne
I am a recently graduated physics Master’s/former PhD student making the exciting leap into data science. I also like mountain biking and snowboarding.
Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition.
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✨Fast Coreference Resolution in spaCy with Neural Networks
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This project uses unsupervised machine learning to identify correlations between daily inoculation rates in the USA and twitter sentiment in regards to COVID-19.
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💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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This Project is based on NLTK It generates a RANDOM WORD from a predefined list of words, From that random word it read out the word, its meaning with parts of speech , its antonyms, its synonyms
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2 Nov 17, 2021
Text vectorization tool to outperform TFIDF for classification tasks
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RuCLIP-SB (Russian Contrastive Language–Image Pretraining SWIN-BERT) is a multimodal model for obtaining images and text similarities and rearranging captions and pictures. Unlike other versions of the model we use BERT for text encoder and SWIN transformer for image encoder.
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MicBot - MicBot uses Google Translate to speak everyone's chat messages
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2 Mar 09, 2022
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration
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BERT, LDA, and TFIDF based keyword extraction in Python
BERT, LDA, and TFIDF based keyword extraction in Python kwx is a toolkit for multilingual keyword extraction based on Google's BERT and Latent Dirichl
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Train 🤗-transformers model with Poutyne.
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This is Assignment1 code for the Web Data Processing System.
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SurvTRACE: Transformers for Survival Analysis with Competing Events
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Backend for the Autocomplete platform. An AI assisted coding platform.
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Deep learning for NLP crash course at ABBYY.
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COVID-19 Chatbot with Rasa 2.0: open source conversational AI
COVID-19 chatbot implementation with Rasa open source 2.0, conversational AI framework.
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A CSRankings-like index for speech researchers
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Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al
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PAUSE: Positive and Annealed Unlabeled Sentence Embedding Sentence embedding refers to a set of effective and versatile techniques for converting raw
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