| ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models | Nov 5, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism | Nov 2, 2023 | HallucinationMisinformation | —Unverified | 0 |
| Brain-like Flexible Visual Inference by Harnessing Feedback-Feedforward Alignment | Oct 31, 2023 | DenoisingHallucination | CodeCode Available | 0 |
| Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization | Oct 30, 2023 | Hallucination | CodeCode Available | 0 |
| N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics | Oct 28, 2023 | FairnessHallucination | —Unverified | 0 |
| Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation | Oct 28, 2023 | Dialogue GenerationHallucination | —Unverified | 0 |
| Virtual Accessory Try-On via Keypoint Hallucination | Oct 26, 2023 | HallucinationSemantic Segmentation | —Unverified | 0 |
| Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation | Oct 25, 2023 | Data-to-Text GenerationHallucination | CodeCode Available | 0 |
| Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy | Oct 24, 2023 | DenoisingHallucination | —Unverified | 0 |
| Correction with Backtracking Reduces Hallucination in Summarization | Oct 24, 2023 | Abstractive Text SummarizationHallucination | CodeCode Available | 0 |
