distilbert

Classification of Italian PEC using state-of-the-art (SOTA) techniques, including machine learning and pre-trained deep learning models, as well as SOTA data augmentation

nlp deep-learning torch bert fine-tuning electra distilbert dataaugmentation italian-dataset

Updated May 5, 2024
Python

labteral / ernie

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Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

nlp natural-language-processing tensorflow keras transformers sentence-classification albert bert roberta bert-model transformer-architecture tensorflow2 bert-embeddings huggingface bert-models bert-as-service transformer-tensorflow2 distilbert huggingface-transformer

Updated May 1, 2024
Python

Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.

nlp machine-learning text-classification python3 pytorch embeddings classification fine-tuning state-of-the-art latent-space bert-model bert-embeddings xlnet distilbert bert-fine-tuning large-language-models llm

Updated Apr 29, 2024
HTML

tomartushar / CS772_Multilingual-Sentiment-Analysis

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Codebase and utilities for Multilingual Sentiment Analysis.

deep-learning transformers sentimental-analysis distilbert bert-fine-tuning

Updated Apr 21, 2024
Python

stefan-it / turkish-bert

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Turkish BERT/DistilBERT, ELECTRA and ConvBERT models

turkish bert electra distilbert convbert

Updated Apr 8, 2024
Python

pavlosdais / Deep-Learning-NLP

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Deep learning for Natural Language Processing

natural-language-processing regression recurrent-neural-networks hyperparameter-optimization feedforward-neural-network bert general-elections bert-model optuna distilbert distilbert-model

Updated Apr 5, 2024
Jupyter Notebook

abhimishra91 / transformers-tutorials

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Github repo with tutorials to fine tune transformers for diff NLP tasks

nlp natural-language-processing deep-learning transformers pytorch named-entity-recognition classification bert pytorch-tutorial t5 wandb distilbert

Updated Apr 1, 2024
Jupyter Notebook

mansheelagarwal / StuddyBuddy

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A prototype of a GPT model customized to the web scraped data of KIIT University to help answer the questions students may ask related to the academics, courses, events, etc.

nlp sentiment-analysis chatbot gpt bert distilbert

Updated Mar 22, 2024
Python

Jamescruz424 / Building-a-Language-Understanding-and-Question-Answering-System-using-Jeopardyl-Dataset

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This repository contains the code and resources for building a language understanding and question answering system using the Jeopardy! dataset. The project aims to train a language understanding model to extract meaning from open-ended questions and leverage that understanding to answer the questions using a dedicated QA system.

nlp question-answering jeopardy nlp-machine-learning bert nlu-engine distilbert roberta-model