Shuvendu Roy

Sequence Modeling for Intelligent Typing Assistant with Bangla and English Keyboard

2018

Typing Assistant is a helping tool that autocompletes writing, both by completing current words and suggesting relevant word sequences. Smart typing assistant is the one that can suggest more than just the current word. Based …

A Bag of Tricks for Few-Shot Class-Incremental Learning

2024 · arXiv (Cornell University)

We present a bag of tricks framework for few-shot class-incremental learning (FSCIL), which is a challenging form of continual learning that involves continuous adaptation to new tasks with limited samples. FSCIL requires both stability and …

Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference

2024 · arXiv (Cornell University)

Large language models (LLMs) have triggered a new stream of research focusing on compressing the context length to reduce the computational cost while ensuring the retention of helpful information for LLMs to answer the given …