| Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization | Oct 30, 2023 | Hallucination | CodeCode Available | 0 |
| Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation | Oct 28, 2023 | Dialogue GenerationHallucination | —Unverified | 0 |
| N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics | Oct 28, 2023 | FairnessHallucination | —Unverified | 0 |
| Virtual Accessory Try-On via Keypoint Hallucination | Oct 26, 2023 | HallucinationSemantic Segmentation | —Unverified | 0 |
| LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation | Oct 26, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation | Oct 25, 2023 | Data-to-Text GenerationHallucination | CodeCode Available | 0 |
| Correction with Backtracking Reduces Hallucination in Summarization | Oct 24, 2023 | Abstractive Text SummarizationHallucination | CodeCode Available | 0 |
| Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy | Oct 24, 2023 | DenoisingHallucination | —Unverified | 0 |
| Woodpecker: Hallucination Correction for Multimodal Large Language Models | Oct 24, 2023 | Hallucination | CodeCode Available | 2 |
| Hallucination Detection for Grounded Instruction Generation | Oct 23, 2023 | HallucinationNavigate | —Unverified | 0 |
| Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation | Oct 23, 2023 | Abstractive Text SummarizationDialogue Generation | CodeCode Available | 0 |
| Language Models Hallucinate, but May Excel at Fact Verification | Oct 23, 2023 | Fact VerificationHallucination | CodeCode Available | 0 |
| HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models | Oct 23, 2023 | DiagnosticHallucination | CodeCode Available | 2 |
| Unleashing the potential of prompt engineering for large language models | Oct 23, 2023 | HallucinationPrompt Engineering | —Unverified | 0 |
| Chainpoll: A high efficacy method for LLM hallucination detection | Oct 22, 2023 | HallucinationRetrieval-augmented Generation | CodeCode Available | 0 |
| Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models | Oct 20, 2023 | FormHallucination | —Unverified | 0 |
| Reliable Academic Conference Question Answering: A Study Based on Large Language Model | Oct 19, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models | Oct 19, 2023 | HallucinationMathematical Reasoning | CodeCode Available | 0 |
| ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks | Oct 19, 2023 | HallucinationHallucination Evaluation | —Unverified | 0 |
| Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher | Oct 19, 2023 | HallucinationInformation Retrieval | —Unverified | 0 |
| 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 |
| Towards reducing hallucination in extracting information from financial reports using Large Language Models | Oct 16, 2023 | HallucinationOptical Character Recognition | —Unverified | 0 |
| Flow Dynamics Correction for Action Recognition | Oct 16, 2023 | Action RecognitionFine-grained Action Recognition | —Unverified | 0 |
