| Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration | Jul 11, 2023 | HallucinationLogic Grid Puzzle | CodeCode Available | 4 |
| Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models | Feb 12, 2024 | HallucinationObject Localization | CodeCode Available | 4 |
| G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering | Feb 12, 2024 | Common Sense ReasoningGraph Classification | CodeCode Available | 4 |
| Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese | Sep 8, 2023 | Domain AdaptationHallucination | CodeCode Available | 4 |
| Retrieval-Augmented Generation for Large Language Models: A Survey | Dec 18, 2023 | HallucinationRAG | CodeCode Available | 4 |
| Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding | Jan 14, 2025 | Embodied Question AnsweringHallucination | CodeCode Available | 4 |
| Retrieval Head Mechanistically Explains Long-Context Factuality | Apr 24, 2024 | Continual PretrainingHallucination | CodeCode Available | 3 |
| RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models | May 23, 2024 | HallucinationSentence | CodeCode Available | 3 |
| ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement | Feb 9, 2024 | HallucinationLanguage Modelling | CodeCode Available | 3 |
| EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language Models | Feb 18, 2024 | Event ExtractionHallucination | CodeCode Available | 3 |
| Automated Hypothesis Validation with Agentic Sequential Falsifications | Feb 14, 2025 | Decision MakingHallucination | CodeCode Available | 3 |
| RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing | Apr 30, 2024 | Computational EfficiencyHallucination | CodeCode Available | 3 |
| Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion | Dec 5, 2024 | Contrastive LearningHallucination | CodeCode Available | 3 |
| AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models | Jun 16, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 3 |
| PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models | Mar 8, 2020 | Face HallucinationHallucination | CodeCode Available | 3 |
| RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation | Mar 8, 2024 | Code GenerationHallucination | CodeCode Available | 3 |
| Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making | Oct 9, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 |
| MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models | Oct 16, 2024 | DiagnosticHallucination | CodeCode Available | 3 |
| PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models | Feb 12, 2024 | Answer GenerationHallucination | CodeCode Available | 3 |
| Learning Dynamics of LLM Finetuning | Jul 15, 2024 | Hallucination | CodeCode Available | 3 |
| LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation | Aug 28, 2024 | Computational EfficiencyHallucination | CodeCode Available | 3 |
| CRAG -- Comprehensive RAG Benchmark | Jun 7, 2024 | HallucinationLanguage Modelling | CodeCode Available | 3 |
| PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models | Feb 2, 2024 | Action GenerationDecision Making | CodeCode Available | 3 |
| AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models | May 22, 2025 | BenchmarkingFairness | CodeCode Available | 3 |
| Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent | Nov 5, 2024 | BenchmarkingHallucination | CodeCode Available | 3 |
