{"total":26,"rows":[{"id":"2305.17333","title":"Fine-Tuning Language Models with Just Forward Passes","created":"2023-05-27","cited_by_count":345,"area":null},{"id":"2401.06766","title":"Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements","created":"2024-01-12","cited_by_count":83,"area":null},{"id":"2502.16923","title":"A Systematic Survey of Automatic Prompt Optimization Techniques","created":"2025-02-24","cited_by_count":63,"area":null},{"id":"2312.03724","title":"DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer","created":"2023-11-27","cited_by_count":57,"area":null},{"id":"2412.04692","title":"Smoothie: Label Free Language Model Routing","created":"2024-12-06","cited_by_count":31,"area":null},{"id":"2308.12033","title":"PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine","created":"2023-08-23","cited_by_count":28,"area":null},{"id":"2402.07470","title":"Pushing The Limit of LLM Capacity for Text Classification","created":"2024-02-12","cited_by_count":28,"area":null},{"id":"2310.09639","title":"DPZero: Private Fine-Tuning of Language Models without Backpropagation","created":"2023-10-14","cited_by_count":26,"area":null},{"id":"2306.14101","title":"Language models are weak learners","created":"2023-06-25","cited_by_count":22,"area":null},{"id":"2305.13954","title":"Robust Prompt Optimization for Large Language Models Against Distribution Shifts","created":"2023-05-23","cited_by_count":19,"area":null},{"id":"2310.14034","title":"Tree Prompting: Efficient Task Adaptation without Fine-Tuning","created":"2023-10-21","cited_by_count":18,"area":null},{"id":"2310.01260","title":"SPELL: Semantic Prompt Evolution based on a LLM","created":"2023-10-02","cited_by_count":15,"area":null},{"id":"2410.07652","title":"StablePrompt: Automatic Prompt Tuning using Reinforcement Learning for Large Language Models","created":"2024-10-10","cited_by_count":14,"area":null},{"id":"2310.05143","title":"ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning","created":"2023-10-08","cited_by_count":9,"area":null},{"id":"2311.08364","title":"Plum: Prompt Learning using Metaheuristic","created":"2023-11-14","cited_by_count":8,"area":null},{"id":"2503.01256","title":"Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners","created":"2025-03-03","cited_by_count":7,"area":null},{"id":"2502.18746","title":"A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm","created":"2025-02-26","cited_by_count":6,"area":null},{"id":"2305.08088","title":"Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives","created":"2023-05-14","cited_by_count":5,"area":null},{"id":"2305.10013","title":"When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario","created":"2023-05-17","cited_by_count":5,"area":null},{"id":"2311.07099","title":"Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning","created":"2023-11-13","cited_by_count":4,"area":null},{"id":"2504.21589","title":"DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing","created":"2025-04-30","cited_by_count":4,"area":null},{"id":"2406.06279","title":"Multi-Prompting Decoder Helps Better Language Understanding","created":"2024-06-10","cited_by_count":2,"area":null},{"id":"2501.14731","title":"From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models","created":"2024-12-08","cited_by_count":2,"area":null},{"id":"2503.10881","title":"SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable","created":"2025-03-13","cited_by_count":1,"area":null},{"id":"2510.02107","title":"PENEX: AdaBoost-Inspired Neural Network Regularization","created":"2025-10-02","cited_by_count":0,"area":null},{"id":"2602.03358","title":"GFlowPO: Generative Flow Network as a Language Model Prompt Optimizer","created":"2026-02-03","cited_by_count":0,"area":null}],"next_cursor":null}