sentiment-analysis-finetuning-and-deployment

Torchserve server using a YoloV5 model running on docker with GPU and static batch inference to perform production ready and real time inference.

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)

Crisis Dataset for Benchmarks Experiments

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