| Fairness-guided Few-shot Prompting for Large Language Models | Mar 23, 2023 | FairnessIn-Context Learning | —Unverified | 0 |
| FairPFN: Transformers Can do Counterfactual Fairness | Jul 8, 2024 | Causal Discoverycounterfactual | —Unverified | 0 |
| FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation | Jun 17, 2024 | In-Context Learning | —Unverified | 0 |
| FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking | Jul 18, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| FastGAS: Fast Graph-based Annotation Selection for In-Context Learning | Jun 6, 2024 | graph partitioningIn-Context Learning | —Unverified | 0 |
| Fast Training Dataset Attribution via In-Context Learning | Aug 14, 2024 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| Feasibility with Language Models for Open-World Compositional Zero-Shot Learning | May 16, 2025 | AttributeCompositional Zero-Shot Learning | —Unverified | 0 |
| Federated In-Context Learning: Iterative Refinement for Improved Answer Quality | Jun 9, 2025 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Federated In-Context LLM Agent Learning | Dec 11, 2024 | Federated LearningIn-Context Learning | —Unverified | 0 |
| FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning | Mar 10, 2024 | Federated LearningFew-Shot Learning | —Unverified | 0 |
| Few-Shot Classification & Segmentation Using Large Language Models Agent | Nov 19, 2023 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages | Mar 9, 2024 | Abstractive Text SummarizationCross-Lingual Transfer | —Unverified | 0 |
| Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification | Feb 28, 2024 | FairnessIn-Context Learning | —Unverified | 0 |
| Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models | Mar 15, 2024 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| Few-Shot In-Context Imitation Learning via Implicit Graph Alignment | Oct 18, 2023 | Few-Shot LearningImitation Learning | —Unverified | 0 |
| Large Language Models are In-context Preference Learners | Oct 22, 2024 | In-Context Learningreinforcement-learning | —Unverified | 0 |
| Few-shot Multimodal Multitask Multilingual Learning | Feb 19, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning | Sep 9, 2023 | In-Context Learning | —Unverified | 0 |
| Finding Support Examples for In-Context Learning | Feb 27, 2023 | Combinatorial OptimizationDiversity | —Unverified | 0 |
| Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond | Jul 13, 2024 | In-Context LearningRAG | —Unverified | 0 |
| Fine-grained Controllable Text Generation through In-context Learning with Feedback | Jun 17, 2024 | In-Context LearningSentence | —Unverified | 0 |
| FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction | Apr 23, 2024 | HallucinationImage Generation | —Unverified | 0 |
| FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance | May 19, 2025 | Action GenerationHuman action generation | —Unverified | 0 |
| Fine-tune Language Models to Approximate Unbiased In-context Learning | Oct 5, 2023 | In-Context Learning | —Unverified | 0 |
| Fine-tuning Large Language Models for Domain-specific Machine Translation | Feb 23, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |