| Generating Diverse Training Samples for Relation Extraction with Large Language Models | May 29, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
| Neither Stochastic Parroting nor AGI: LLMs Solve Tasks through Context-Directed Extrapolation from Training Data Priors | May 29, 2025 | In-Context Learning | —Unverified | 0 |
| EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models | May 29, 2025 | Ensemble LearningIn-Context Learning | —Unverified | 0 |
| Engineering Serendipity through Recommendations of Items with Atypical Aspects | May 29, 2025 | In-Context Learning | CodeCode Available | 0 |
| From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs | May 29, 2025 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Label-Guided In-Context Learning for Named Entity Recognition | May 29, 2025 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| LLM Agents for Bargaining with Utility-based Feedback | May 29, 2025 | In-Context Learning | —Unverified | 0 |
| TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning | May 29, 2025 | In-Context LearningState Space Models | CodeCode Available | 3 |
| Learning World Models for Interactive Video Generation | May 28, 2025 | In-Context LearningRetrieval | —Unverified | 0 |
| Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems | May 27, 2025 | In-Context LearningRecommendation Systems | —Unverified | 0 |
