Large Language Models

ProMoAI: Process Modeling with Generative AI IJCAI 2024 Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024 Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution ICML 2024 PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought CVPR 2024 Prompt Engineering a Prompt Engineer ACL 2024 Prompting Implicit Discourse Relation Annotation EACL 2024 PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning EMNLP 2024 Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024 Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024 PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024 Prompt Sketching for Large Language Models ICML 2024 Pron vs Prompt: Can Large Language Models already Challenge a World-Class Fiction Author at Creative Text Writing? EMNLP 2024 Proofread: Fixes All Errors with One Tap ACL 2024 PropTest: Automatic Property Testing for Improved Visual Programming EMNLP 2024 Protecting Privacy in Classifiers by Token Manipulation ACL 2024 Protecting Your LLMs with Information Bottleneck NeurIPS 2024 Prototypical Reward Network for Data-Efficient RLHF ACL 2024 Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning NeurIPS 2024 Proving Theorems Recursively NeurIPS 2024 ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024 PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails ACL 2024 Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models ICML 2024 Pruning Foundation Models for High Accuracy without Retraining EMNLP 2024 Pruning Multilingual Large Language Models for Multilingual Inference EMNLP 2024 PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024