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bert-fine-tuning

Here are 150 public repositories matching this topic...

DSXiangLi / ChineseNER

中文NER的那些事儿

Updated Jul 6, 2022
Python

csebuetnlp / banglabert

This 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…

named-entity-recognition document-classification natural-language-inference bert sentiment-classification textual-entailment emotion-classification bangla-nlp bengali-language-processing bengali-natural-language-processing multilingual-models bengali-nlp bert-fine-tuning xlm-roberta mbert bangla-language-processing bangla-natural-language-processing banglabert

Updated Jan 24, 2023
Python

hate-alert / HateXplain

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

detection lstm offensive bias hatespeech hate-speech interpretable-deep-learning attention-lstm bert-model explainability bert-fine-tuning

Updated Nov 21, 2022
Python

yashsmehta / personality-prediction

Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including the Essays dataset (Big-Five)

pytorch language-model personality-predicting personality-detection bert-fine-tuning

Updated Mar 18, 2023
Python

sunglasses-ai / classy

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

nlp natural-language-processing deep-learning neural-network transformers pytorch seq2seq sequence-to-sequence natural-language-generation nlp-library bert natural-language-understanding pytorch-lightning bert-fine-tuning

Updated Mar 16, 2023
Python

KRR-Oxford / BERTMap

BERTMap: A BERT-Based Ontology Alignment System

ontology-matching ontology-alignment contextual-embeddings bert-fine-tuning

Updated Nov 30, 2022
Python

dredwardhyde / bert-examples

Fine Tuning BERT for Text Classification and Question Answering Using TensorFlow & PyTorch Frameworks

data-science pytorch tensorflow-tutorials bert pytorch-tutorial bert-model tensorflow2 bert-pytorch bert-squad bert-fine-tuning huggingface-transformers

Updated Jan 31, 2021
Python

dredwardhyde / bert-ner-fine-tuning-cloud-deployment

Example Of Fine-Tuning BERT For Named-Entity Recognition Task And Preparing For Cloud Deployment Using Flask, React, And Docker

flask-application flask-api docker-python bert-model docker-flask huggingface bert-fine-tuning huggingface-transformers bert-flask-api

Updated Aug 30, 2021
JavaScript

wireless911 / bert-text

bert文本多分类(情感分析)、bert-bilstm-crf序列标注任务(快递地址的序列标注任务)

pytorch pytorch-crf bert-bilstm-crf bert-fine-tuning

Updated Aug 20, 2021
Python

cliang1453 / super-structured-lottery-tickets

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)

model-pruning natural-language-understanding multi-task-learning model-compression generalization lottery-tickets lottery-ticket-hypothesis pre-trained-language-models bert-fine-tuning acl2021

Updated Jul 28, 2021
Python

r-sajal / DeepLearning-

nlp opencv natural-language-processing computer-vision sklearn image-processing python3 preprocessing bert math-expression-evaluator wordembedding knn-classification bert-fine-tuning ktrain knn-image-classification hugging-face fine-tuning-nlp fine-tuning-bert math-equation-solver

Updated May 11, 2022
Jupyter Notebook

crisis_datasets_benchmarks

firojalam / crisis_datasets_benchmarks

Crisis Dataset for Benchmarks Experiments

social-media bert disaster-response roberta crisis-informatics transformer-models bert-fine-tuning crisis-computing tweet-text-classification

Updated Dec 8, 2022
Python

FKarl / short-text-classification

This repository contains code to reproduce the results in our paper "Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets".

nlp natural-language-processing text-classification transformer short-text short-text-classification bert-fine-tuning

Updated Nov 30, 2022
Python

nerdimite / bert-finetuning-webinar

Code for the FullStack AI Live Coding Series- Part 1 (CellStrat AI Lab)

nlp natural-language-processing sentiment-analysis transformers pytorch bert bert-fine-tuning

Updated Aug 8, 2021
Jupyter Notebook

vkeswani / IITK_Memotion_Analysis

Bimodal and Unimodal Sentiment Analysis of Internet Memes (Image+Text)

nlp natural-language-processing sentiment-analysis svm word2vec naive-bayes cnn bert multimodal-sentiment-analysis ffnn bert-fine-tuning mmbt-model mmbt

Updated Oct 3, 2021
Python

DSXiangLi / SimpleClassification

Simple Text Classification[WIP]

text-classification tensorflow albert temporal knowledge-distillation bert adversarial-learning domain-adaptation fgm electra mixup roberta temporal-ensembling xlnet multisource bert-wwm bert-fine-tuning xlnet-fine-tuning

Updated Dec 30, 2022
Python

nicolezattarin / BERT-Aspect-Based-Sentiment-Analysis

Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters

adapter sentiment-analysis bert aspect-based-sentiment-analysis polarity-detection aspect-term-extraction bert-fine-tuning

Updated Jul 8, 2022
Jupyter Notebook

soutsios / pos-tagger-bert-tensorflow

BERT fine-tuning for POS tagging task (google's tensorflow)

tensorflow pos universal-dependencies bert bert-fine-tuning

Updated Jun 7, 2019
Jupyter Notebook

yueyu1030 / actune

[NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-Aware Active Self-Training for Active Fine-Tuning of Pretrained Language Models'.

weak-supervision uncertainty active-learning weakly-supervised-learning bert-fine-tuning label-efficient semi-supervised-active-learning

Updated Nov 16, 2022
Python

aybaras / BERT-base-Turkish-QA

A custom Turkish question answering system made by fine-tuning BERTurk.

Updated Aug 8, 2022
Jupyter Notebook

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