news | Jiaxin Zhang

10/2024	[Invited Talk] I will give a talk in NeurIPS 2024 Workshop “Interpretable AI: Past, Present and Future”, Dec, 2024, Vancouver, Canada!
10/2024	[EMNLP x 6] Six Long Papers (3 Main, 1 Findings, 2 Industry Track) are accepted by EMNLP 2024. 2 oral presentations and 4 poster presentations! See you in Miami!
06/2024	[Invited talk] I will present my research on hallucination detection and mitigation at Intuit Open Source Meetup!
05/2024	One UQ paper was accepted by AISTATS 2024. See you in Valencia, Spain!
03/2024	One paper on UQ for LLM was accepted by EACL 2024.
11/2023	I created two Github Repos to share resources and papers on LLM Prompt Optimization and LLM RAG. Welcome to contribute and work together!
10/2023	Two papers on “DECDM: Document Enhancement using Cycle-Consistent Diffusion Models” and “On the Quantification of Image Reconstruction Uncertainty without Training Data” are accpeted by WACV 2024!
10/2023	Our paper on “A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models” is accepted by NeurIPS 2023 Workshop on Socially Responsible Language Modelling Research.
10/2023	Our paper on SAC^3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency is accepted by EMNLP 2023! The code is coming soon!
09/2023	One patent on “Model based document image enhancement” is issued and published.
09/2023	Our paper on “Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision” is accepted by NeurIPS 2023! Cheers!
03/2023	I built a Github Repo that contains a collection of resources and papers on Reliability, Robustness and Safety in Large Language Models (LLMs).
02/2023	Our paper titled “Speech Privacy Leakage from Shared Gradients in Distributed Learning” is accepted by ICASSP 2023!
12/2022	Two papers on “Accelerating Inverse Learning via Intelligent Localization with Exploratory Sampling” and “AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution” are accpeted by AAAI 2023!