中文NER的那些事儿

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…

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

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

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

Essential NLP & ML, short & fast pure Python code

BERTMap: A BERT-Based Ontology Alignment System

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

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

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".

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)

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

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

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

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.

Crisis Dataset for Benchmarks Experiments

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

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

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