Foundation Models

Prompting a Pretrained Transformer Can Be a Universal Approximator ICML 2024 Prompting is a Double-Edged Sword: Improving Worst-Group Robustness of Foundation Models ICML 2024 Prompting Vision Foundation Models for Pathology Image Analysis CVPR 2024 PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning EMNLP 2024 PromptKD: Unsupervised Prompt Distillation for Vision-Language Models CVPR 2024 Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024 Prompt Learning via Meta-Regularization CVPR 2024 PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs NAACL 2024 PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles NAACL 2024 PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024 Prompts have evil twins EMNLP 2024 Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models NAACL 2024 PromptTTS 2: Describing and Generating Voices with Text Prompt ICLR 2024 Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation NeurIPS 2024 Proofread: Fixes All Errors with One Tap ACL 2024 ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval CVPR 2024 ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention NeurIPS 2024 ProTeCt: Prompt Tuning for Taxonomic Open Set Classification CVPR 2024 Prototypical Reward Network for Data-Efficient RLHF ACL 2024 Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning NeurIPS 2024 Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations ACL 2024 PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024 PsychoLex: Unveiling the Psychological Mind of Large Language Models EMNLP 2024 Psychometric Predictive Power of Large Language Models NAACL 2024 Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024