Popular GitHub Repositories for Bert Fine Tuning

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".

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

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

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

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

[AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.

Sentiment Analysis On Financial News Headlines With BERT & FinBERT

A complete guide in generating text using bert and fine-tune

Text Classification with Berts

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

Text Sentiment Analysis with RNNs Models + Additive Attention and Transformers

Multilingual Emotion classification using BERT (fine-tuning). Published at the WASSA workshop (ACL2022).

TagGPT: A simple ChatGPT based multimodal dialog generation engine that can "see/draw" and "hear/speak"

Predict consumer financial product categories using BERT, based on over two million customer complaints. This project involves data processing, model building with pre-trained BERT, and making predictions on new text data.

Detect hate speech in social media comments using deep learning.

This bert model uses tf.data api as input data pipeline and perform classification of the desired cases.

This paper describes Humor Analysis using Ensembles of Simple Transformers, the winning submission at the Humor Analysis based on Human Annotation (HAHA) task at IberLEF 2021.

Successfully developed a language detection transformer model that can accurately recognize the language in which any given text is written.

Python-based toolkit for building and evaluating a transformer-based FAQ retrieval system