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| FastDraft: How to Train Your Draft | Nov 17, 2024 | BenchmarkingCode Completion | —Unverified | 0 |
| Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems | Feb 25, 2025 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Fault Diagnosis in Power Grids with Large Language Model | Jul 11, 2024 | DiagnosticFault Diagnosis | —Unverified | 0 |
| FD-LLM: Large Language Model for Fault Diagnosis of Machines | Dec 2, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| FEAST: A Flexible Mealtime-Assistance System Towards In-the-Wild Personalization | Jun 17, 2025 | Large Language Model | —Unverified | 0 |
| Federated Cross-Domain Click-Through Rate Prediction With Large Language Model Augmentation | Mar 21, 2025 | Click-Through Rate PredictionContrastive Learning | —Unverified | 0 |
| Integration of Large Language Models and Federated Learning | Jul 18, 2023 | Federated LearningLanguage Modelling | —Unverified | 0 |
| Federated Reinforcement Learning with Constraint Heterogeneity | May 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning | Sep 1, 2023 | BenchmarkingFederated Learning | —Unverified | 0 |
| FeRG-LLM : Feature Engineering by Reason Generation Large Language Models | Mar 30, 2025 | Feature EngineeringLarge Language Model | —Unverified | 0 |
| Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms | Oct 24, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Fewer Truncations Improve Language Modeling | Apr 16, 2024 | Combinatorial OptimizationHallucination | —Unverified | 0 |
| Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model | Oct 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Few-Shot Object Detection with Foundation Models | Jan 1, 2024 | Few-Shot LearningFew-Shot Object Detection | —Unverified | 0 |
| FGMP: Fine-Grained Mixed-Precision Weight and Activation Quantization for Hardware-Accelerated LLM Inference | Apr 19, 2025 | Large Language ModelQuantization | —Unverified | 0 |
| F-HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions | Jul 17, 2024 | Human-Object Interaction DetectionLanguage Modelling | —Unverified | 0 |
| FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering | May 22, 2024 | Common Sense ReasoningGraph Question Answering | —Unverified | 0 |
| Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition | Jun 8, 2024 | few-shot-nerFew-shot NER | —Unverified | 0 |
| Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay | Dec 10, 2024 | Continual LearningLanguage Modeling | —Unverified | 0 |
| FiLLM -- A Filipino-optimized Large Language Model based on Southeast Asia Large Language Model (SEALLM) | May 25, 2025 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Filter bubbles and affective polarization in user-personalized large language model outputs | Oct 31, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation | Feb 24, 2025 | Large Language ModelRecommendation Systems | —Unverified | 0 |
| Financial Knowledge Large Language Model | Jun 29, 2024 | Few-Shot LearningFinancial Analysis | —Unverified | 0 |
| Financial News Analytics Using Fine-Tuned Llama 2 GPT Model | Aug 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |