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bert-fine-tuning

Here are 345 public repositories matching this topic...

DSXiangLi / ChineseNER

中文NER的那些事儿

Updated Sep 18, 2023
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 Jun 12, 2023
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 Feb 11, 2024
Python

litus-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 Oct 7, 2024
Python

textgain / grasp

Essential NLP & ML, short & fast pure Python code

Updated Oct 29, 2024
Python

KRR-Oxford / BERTMap

BERTMap: A BERT-Based Ontology Alignment System

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

Updated Apr 15, 2024
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

retr0reg / PwnBERT

A project based on Fine-tuned BERT to detect GLIBC vulnerabilities.

machine-learning classification pwn vulnerability-detection bert-fine-tuning openai-api

Updated Apr 27, 2024
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

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

4darsh-Dev / CogniGaurd

A web extension for identifying dark pattern on websites powered by Fine Tuned BERT Model for classificaiton on dark pattern custom dataset,

python natural-language-processing django deep-learning postgresql pytorch html-css-javascript dark-patterns dark-pattern-blocker bert-fine-tuning gssoc24

Updated Aug 12, 2024
Jupyter Notebook

Snigdho8869 / Multiclass-Text-Classification

Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.

nlp natural-language-processing neural-network gru flask-application ensemble-learning logistic-regression support-vector-machines gradient-boosting-classifier cnn-model keras-tensorflow random-forest-classifier rnn-lstm bert-fine-tuning xlnet-fine-tuning adaboost-classifier

Updated Apr 10, 2023
Jupyter Notebook

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

tien02 / ensemble-roberta-fasttext-vietnamese

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

nlp sentiment-analysis text-classification pytorch lstm fasttext bert svm-classifier sentiment-classification mlp-classifier gensim-word2vec fine-tuning fasttext-embeddings pytorch-lightning bert-fine-tuning phobert

Updated Jun 29, 2023
Python

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

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

yueyu1030 / actune

[NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based 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

c3sr / split-ner

PyTorch code for paper, 'Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications', ACL'23

natural-language-processing deep-learning acl pytorch information-extraction named-entity-recognition question-answering ner ontonotes bert-fine-tuning huggingface-transformers span-detection acl2023 split-ner

Updated Nov 7, 2023
Python

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