Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Training Based Calibration for LLM Paper Collection
Published:
This blog is a collection of my collection and review of Training Based Calibration for LLM papers. You can check the notes here.
Review of Advanced Probability
Published:
This blog is a collection of my review of Advanced Probability. You can check the notes here.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator
Published in The Thirty-ninth Annual Conference on Neural Information Processing Systems , 2025
In this work, we propose a noval unsupervised calibration method to mitigate the over-confidence problem of LLMs introduced by post-training techniques. With the observation of the inherent well-calibrated nature of Pre-trained LMs (PLMs), we propose to leverage the output of PLMs on unlabeled data for post-hoc calibration.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.