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authored 8 papers 9 days ago

Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering

Paper • 2309.17249 • Published Sep 29, 2023

Working Memory Capacity of ChatGPT: An Empirical Study

Paper • 2305.03731 • Published Apr 30, 2023

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning

Paper • 2310.12774 • Published Oct 19, 2023

Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels

Paper • 2006.07556 • Published Jun 13, 2020

Universal Self-Adaptive Prompting

Paper • 2305.14926 • Published May 24, 2023

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Paper • 2406.15708 • Published Jun 22, 2024 • 1

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning

Paper • 2301.12132 • Published Jan 28, 2023 • 1

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models

Paper • 2410.07176 • Published Oct 9, 2024 • 2