Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types
Dec 12, 2024
PEFT Strikes Back - Exploring Efficient Finetuning of Language Models
Integrated verbalizers with LLMs and compared multiple PEFT techniques for efficient alignment of LLMs for text classification tasks.
Apr 30, 2024
Are Small Language Models Ready to Compete with Large Language Models for Practical Applications?
Apr 7, 2024
A Multi-Stage Vision-Language Framework for Knowledge-based Visual Question Answering
Devised a two-stage VLM-based pipeline by utilizing knowledge of LMs to first sample multiple candidate answers and then using CLIP to select the most likely choice.
Dec 5, 2023
News-text Classification using a Weighted RNN
Implemented weighted RNNs, providing an alternative to attention mechanism by dynamically weighing each token based on their impact on determining the class of the news article.
Nov 28, 2019