bert-fine-tuning 开源项目推荐（607 个）

DSXiangLi /ChineseNER

中文NER的那些事儿

csebuetnlp /banglabert

本仓库包含模型“BanglaBERT”的官方发布版本，以及论文《BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla》中介绍的相关下游微调代码和数据集，该论文已被Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022接收。

hate-alert /HateXplain

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

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)

litus-ai /classy

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

textgain /grasp

Essential NLP & ML, short & fast pure Python code

KRR-Oxford /BERTMap

BERTMap: A BERT-Based Ontology Alignment System

pwno-io /PwnBERT

A project based on Fine-tuned BERT to detect GLIBC vulnerabilities (2023)

nicolezattarin /BERT-Aspect-Based-Sentiment-Analysis

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

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".

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)

arjun988 /promptModel

PromptForge scores LLM prompts across seven quality dimensions, then rewrites weak prompts into clear, intent-preserving instructions

Snigdho8869 /Multiclass-Text-Classification

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

EstAlvB /Phishing-Detection-with-BERT

This project consists of advanced phishing detection using the BERT masked language model.

firojalam /crisis_datasets_benchmarks

Crisis Dataset for Benchmarks Experiments

redhat-et /semantic_router

LLM Semantic Router: Intelligent Mixture-of-Models (MoM) System with Privacy Preservation and Prompt Guard. The semantic router intelligently directs OpenAI compliant API requests to the most suitable backend models based on semantic understanding of request content.

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,

cliang1453 /super-structured-lottery-tickets

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

c3sr /split-ner

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

JensBender /hate-speech-detection

🛡️ BERT-based hate speech detector for social media. Fine-tuned on the Ethos dataset, outperforming RNN/LSTM. Deployment via Web App and API.