Research Papers
Welcome to my research papers section! Here you’ll find my academic publications and preprints.
2024
Token Efficient Deep Conversational Reasoning With ConvoDAGs
Preprint, 2024
Research on token-efficient deep conversational reasoning using Conversational Directed Acyclic Graphs (ConvoDAGs).
Ideal Prompt Generation for Text-Conditional Image Synthesis from Large Text Corpora
Preprint, 2024
Research on generating optimal prompts for text-to-image synthesis models using large text corpora.
Improving Task-Oriented Dialogue
Under Review, 2024
Research on improving task-oriented dialogue systems. Currently under review.
Scaling Laws for Natural Language Planning Models
Under Review, 2024
Research on scaling laws for natural language planning models. Currently under review.
SpaceKraft: A Vision Language Approach For Interior Design Inpainting
Preprint, 2024
A vision-language approach for interior design inpainting, exploring the intersection of computer vision and interior design.
Unsupervised Human Preference Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
This paper presents a novel approach to unsupervised human preference learning. The text before the first tag will be updated once the paper is published.
2023
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models
Findings of the Association for Computational Linguistics: EMNLP, 2023
This paper explores cost-performance trade-offs in self-refined open-source language models, contributing to the democratization of LLMs.
Sample Paper Title: A Study of Something Interesting
Conference on Something Important (CSI), 2023
This is the paper abstract. It should be a brief summary of your research paper, highlighting the main contributions and findings. The text before the first <!--more--> tag will be used as the excerpt on the papers listing page.
2021
Decentralisation of Election Processes in Developing Nations
Preprint, 2021
A study on decentralizing election processes in developing nations, exploring technological solutions for electoral integrity.