| LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation | Oct 26, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| FactCHD: Benchmarking Fact-Conflicting Hallucination Detection | Oct 18, 2023 | BenchmarkingHallucination | CodeCode Available | 1 |
| LiDAR-based 4D Occupancy Completion and Forecasting | Oct 17, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Theory of Mind for Multi-Agent Collaboration via Large Language Models | Oct 16, 2023 | HallucinationMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling | Oct 16, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers | Oct 16, 2023 | 16kHallucination | CodeCode Available | 1 |
| Improving Large Language Models in Event Relation Logical Prediction | Oct 13, 2023 | counterfactualEvent Relation Extraction | CodeCode Available | 1 |
| "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters | Oct 13, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection | Oct 13, 2023 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 |
| Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement | Oct 12, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models | Oct 11, 2023 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations | Oct 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| AGIR: Automating Cyber Threat Intelligence Reporting with Natural Language Generation | Oct 4, 2023 | HallucinationText Generation | CodeCode Available | 1 |
| HallE-Control: Controlling Object Hallucination in Large Multimodal Models | Oct 3, 2023 | AttributeDecoder | CodeCode Available | 1 |
| BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models | Oct 2, 2023 | HallucinationRetrieval | CodeCode Available | 1 |
| LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples | Oct 2, 2023 | Hallucination | CodeCode Available | 1 |
| Analyzing and Mitigating Object Hallucination in Large Vision-Language Models | Oct 1, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Robust 3D Object Detection from LiDAR-Radar Point Clouds via Cross-Modal Feature Augmentation | Sep 29, 2023 | 3D Object DetectionAttribute | CodeCode Available | 1 |
| Self-supervised Cross-view Representation Reconstruction for Change Captioning | Sep 28, 2023 | Caption GenerationHallucination | CodeCode Available | 1 |
| Lyra: Orchestrating Dual Correction in Automated Theorem Proving | Sep 27, 2023 | Automated Theorem ProvingHallucination | CodeCode Available | 1 |
| BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models | Sep 23, 2023 | Code CompletionHallucination | CodeCode Available | 1 |
| Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data? | Sep 16, 2023 | Hallucination | CodeCode Available | 1 |
| Cognitive Mirage: A Review of Hallucinations in Large Language Models | Sep 13, 2023 | HallucinationText Generation | CodeCode Available | 1 |
| A Survey of Hallucination in Large Foundation Models | Sep 12, 2023 | HallucinationSurvey | CodeCode Available | 1 |
| Evaluation and Analysis of Hallucination in Large Vision-Language Models | Aug 29, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| VIGC: Visual Instruction Generation and Correction | Aug 24, 2023 | HallucinationImage Captioning | CodeCode Available | 1 |
| PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine | Aug 23, 2023 | Ensemble LearningHallucination | CodeCode Available | 1 |
| LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction | Aug 22, 2023 | HallucinationMotion Compensation | CodeCode Available | 1 |
| Detecting and Preventing Hallucinations in Large Vision Language Models | Aug 11, 2023 | 16kHallucination | CodeCode Available | 1 |
| Balanced Classification: A Unified Framework for Long-Tailed Object Detection | Aug 4, 2023 | HallucinationLong-tailed Object Detection | CodeCode Available | 1 |
| Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model | Aug 2, 2023 | HallucinationImage Captioning | CodeCode Available | 1 |
| Retrieval Augmented Generation and Representative Vector Summarization for large unstructured textual data in Medical Education | Aug 1, 2023 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 |
| Transferable Decoding with Visual Entities for Zero-Shot Image Captioning | Jul 31, 2023 | Caption GenerationHallucination | CodeCode Available | 1 |
| Med-HALT: Medical Domain Hallucination Test for Large Language Models | Jul 28, 2023 | HallucinationInformation Retrieval | CodeCode Available | 1 |
| CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools | Jul 28, 2023 | Hallucination | CodeCode Available | 1 |
| Selective Generation for Controllable Language Models | Jul 18, 2023 | Conformal PredictionHallucination | CodeCode Available | 1 |
| Deficiency-Aware Masked Transformer for Video Inpainting | Jul 17, 2023 | HallucinationImage Inpainting | CodeCode Available | 1 |
| Effective Prompt Extraction from Language Models | Jul 13, 2023 | Hallucination | CodeCode Available | 1 |
| Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's Eye View | Jul 9, 2023 | Autonomous DrivingHallucination | CodeCode Available | 1 |
| Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond | Jun 16, 2023 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
| KoLA: Carefully Benchmarking World Knowledge of Large Language Models | Jun 15, 2023 | BenchmarkingHallucination | CodeCode Available | 1 |
| Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions | Jun 9, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| AdaPlanner: Adaptive Planning from Feedback with Language Models | May 26, 2023 | Decision MakingHallucination | CodeCode Available | 1 |
| RefGPT: Dialogue Generation of GPT, by GPT, and for GPT | May 24, 2023 | Dialogue GenerationHallucination | CodeCode Available | 1 |
| Sources of Hallucination by Large Language Models on Inference Tasks | May 23, 2023 | HallucinationMemorization | CodeCode Available | 1 |
| Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method | May 22, 2023 | BenchmarkingHallucination | CodeCode Available | 1 |
| How Language Model Hallucinations Can Snowball | May 22, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources | May 22, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination | May 20, 2023 | HallucinationMachine Translation | CodeCode Available | 1 |
| Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation | May 12, 2023 | HallucinationIn-Context Learning | CodeCode Available | 1 |
