| Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling | Nov 1, 2023 | HallucinationKnowledge Distillation | 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 |
| Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models | Jul 30, 2023 | HallucinationPrompt Engineering | CodeCode Available | 4 |
| 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 |
| Multimodal Chain-of-Thought Reasoning in Language Models | Feb 2, 2023 | HallucinationLanguage Modelling | CodeCode Available | 4 |
| ReAct: Synergizing Reasoning and Acting in Language Models | Oct 6, 2022 | Decision MakingFact Verification | CodeCode Available | 4 |
| AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models | May 22, 2025 | BenchmarkingFairness | CodeCode Available | 3 |
| Verdict: A Library for Scaling Judge-Time Compute | Feb 25, 2025 | Fact CheckingHallucination | CodeCode Available | 3 |
| Automated Hypothesis Validation with Agentic Sequential Falsifications | Feb 14, 2025 | Decision MakingHallucination | CodeCode Available | 3 |
| VideoRoPE: What Makes for Good Video Rotary Position Embedding? | Feb 7, 2025 | HallucinationPosition | 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 |
| Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent | Nov 5, 2024 | BenchmarkingHallucination | CodeCode Available | 3 |
| HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems | Nov 5, 2024 | HallucinationRAG | CodeCode Available | 3 |
| MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models | Oct 16, 2024 | DiagnosticHallucination | CodeCode Available | 3 |
| The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio | Oct 16, 2024 | Hallucination | CodeCode Available | 3 |
| Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models | Oct 16, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 3 |
| Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making | Oct 9, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 |
| LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation | Aug 28, 2024 | Computational EfficiencyHallucination | CodeCode Available | 3 |
| Graph Retrieval-Augmented Generation: A Survey | Aug 15, 2024 | HallucinationRAG | CodeCode Available | 3 |
| RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework | Aug 2, 2024 | BenchmarkingDataset Generation | CodeCode Available | 3 |
| Learning Dynamics of LLM Finetuning | Jul 15, 2024 | Hallucination | CodeCode Available | 3 |
| AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models | Jun 16, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 3 |
| CRAG -- Comprehensive RAG Benchmark | Jun 7, 2024 | HallucinationLanguage Modelling | CodeCode Available | 3 |
| RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models | May 23, 2024 | HallucinationSentence | 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 |
