Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published 11 days ago • 226
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning Paper • 2301.12132 • Published Jan 28, 2023 • 1
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering Paper • 2309.17249 • Published Sep 29, 2023
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning Paper • 2310.12774 • Published Oct 19, 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Paper • 2307.14031 • Published Jul 26, 2023
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Paper • 2204.05895 • Published Apr 12, 2022
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems Paper • 2310.12892 • Published Oct 19, 2023
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning Paper • 2312.13772 • Published Dec 21, 2023