Blogs
I love to read papers and find myself writing blogs to better understand the problems I encounter in my research. Here you’ll find my thoughts, insights, and discussions on various topics in Computer Science, particularly in Natural Language Processing, Information Retrieval, and Data Mining.
Blog Posts
OpenTools: Open, Reliable, and Collective Tool-Using AI Agents
TLDR: OpenTools is a community-driven framework for tool-using LLM agents that separates tool-use accuracy from intrinsic tool accuracy and improves downstream performance through standardized tools and continuous evaluation.
Redefine 'Diversity' in the era of LLMs in Information Retrieval/Recommendations System
TLDR: A comprehensive survey of diversity in modern Information Retrieval and Recommendation systems, exploring traditional approaches and future directions with Large Language Models.
Publications with Project Pages
Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents
Description: Project Page.
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates
Description: Project Page.
Embedding Mental Health Discourse for Community Recommendation
Description: Project Page.
More blog posts coming soon! I’m actively working on sharing insights from my research and experiences in the field.