| Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales | Apr 17, 2024 | Hallucination | —Unverified | 0 |
| Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities | Apr 25, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Feature Hallucination for Self-supervised Action Recognition | Jun 25, 2025 | Action RecognitionHallucination | —Unverified | 0 |
| Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation | May 22, 2024 | Caption GenerationHallucination | —Unverified | 0 |
| Fewer Truncations Improve Language Modeling | Apr 16, 2024 | Combinatorial OptimizationHallucination | —Unverified | 0 |
| Few-Shot Learning via Saliency-guided Hallucination of Samples | Apr 6, 2019 | Few-Shot LearningHallucination | —Unverified | 0 |
| Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems | Jan 28, 2025 | Ensemble LearningHallucination | —Unverified | 0 |
| FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping | Apr 5, 2024 | AttributeHallucination | —Unverified | 0 |
| FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback | Apr 7, 2024 | AttributeHallucination | —Unverified | 0 |
| FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network | May 16, 2019 | Face HallucinationFace Recognition | —Unverified | 0 |
| Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation | Nov 6, 2024 | HallucinationRAG | —Unverified | 0 |
| Fine-grained Hallucination Detection and Editing for Language Models | Jan 12, 2024 | HallucinationRetrieval | —Unverified | 0 |
| FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning | Oct 8, 2024 | GSM8KHallucination | —Unverified | 0 |
| FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction | Apr 23, 2024 | HallucinationImage Generation | —Unverified | 0 |
| Fine-Tuning Large Language Models to Appropriately Abstain with Semantic Entropy | Oct 22, 2024 | FormHallucination | —Unverified | 0 |
| Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction | Nov 6, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs | Aug 9, 2024 | ChatbotHallucination | —Unverified | 0 |
| FLAME: Factuality-Aware Alignment for Large Language Models | May 2, 2024 | HallucinationInstruction Following | —Unverified | 0 |
| FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models | Jan 6, 2025 | Adversarial AttackHallucination | —Unverified | 0 |
| Flow Dynamics Correction for Action Recognition | Oct 16, 2023 | Action RecognitionFine-grained Action Recognition | —Unverified | 0 |
| FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt | Aug 20, 2023 | HallucinationLanguage Modeling | —Unverified | 0 |
| Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors | Apr 1, 2021 | 3D Object Reconstruction3D Reconstruction | —Unverified | 0 |
| Foundations of GenIR | Jan 6, 2025 | HallucinationRetrieval-augmented Generation | —Unverified | 0 |
| Foundations of Unknown-aware Machine Learning | May 20, 2025 | Hallucination | —Unverified | 0 |
| FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs | Jan 17, 2025 | HallucinationKnowledge Graphs | —Unverified | 0 |