| Controlling Equational Reasoning in Large Language Models with Prompt Interventions | Jul 19, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models | Jul 16, 2023 | Code GenerationHallucination | —Unverified | 0 |
| SINC: Self-Supervised In-Context Learning for Vision-Language Tasks | Jul 15, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Facial Reenactment Through a Personalized Generator | Jul 12, 2023 | Hallucination | —Unverified | 0 |
| Improving RNN-Transducers with Acoustic LookAhead | Jul 11, 2023 | HallucinationSpeech-to-Text | —Unverified | 0 |
| A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation | Jul 8, 2023 | Hallucination | —Unverified | 0 |
| Challenges in Domain-Specific Abstractive Summarization and How to Overcome them | Jul 3, 2023 | Abstractive Text SummarizationHallucination | —Unverified | 0 |
| IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations | Jun 24, 2023 | Ensemble LearningHallucination | —Unverified | 0 |
| Evidence for Reduced Sensory Precision and Increased Reliance on Priors in Hallucination-Prone Individuals in a General Population Sample | Jun 24, 2023 | Hallucination | —Unverified | 0 |
| A Survey on Multimodal Large Language Models | Jun 23, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Hallucination is the last thing you need | Jun 20, 2023 | Fact CheckingHallucination | —Unverified | 0 |
| Vision Transformer with Attention Map Hallucination and FFN Compaction | Jun 19, 2023 | Dimensionality ReductionHallucination | —Unverified | 0 |
| Pushing the Limits of ChatGPT on NLP Tasks | Jun 16, 2023 | Dependency ParsingEvent Extraction | —Unverified | 0 |
| Explaining Legal Concepts with Augmented Large Language Models (GPT-4) | Jun 15, 2023 | HallucinationInformation Retrieval | —Unverified | 0 |
| Trapping LLM Hallucinations Using Tagged Context Prompts | Jun 9, 2023 | Hallucination | —Unverified | 0 |
| Defocus to focus: Photo-realistic bokeh rendering by fusing defocus and radiance priors | Jun 7, 2023 | Hallucination | —Unverified | 0 |
| Efficient and Interpretable Compressive Text Summarisation with Unsupervised Dual-Agent Reinforcement Learning | Jun 6, 2023 | Hallucinationreinforcement-learning | CodeCode Available | 0 |
| Do Language Models Know When They're Hallucinating References? | May 29, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| An Investigation of Evaluation Metrics for Automated Medical Note Generation | May 27, 2023 | Graph EmbeddingHallucination | CodeCode Available | 0 |
| Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning | May 24, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning | May 23, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 0 |
| mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations | May 23, 2023 | HallucinationNatural Language Understanding | —Unverified | 0 |
| The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models | May 23, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought | May 19, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews | May 19, 2023 | Decision MakingHallucination | CodeCode Available | 0 |