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Hallucination

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Showing 1551–1600 of 1816 papers

TitleStatusHype
Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation—0
Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and Concreteness—0
Explaining Agent Behavior with Large Language Models—0
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue SystemsCode0
A Multitask Training Approach to Enhance Whisper with Contextual Biasing and Open-Vocabulary Keyword Spotting—0
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages—0
"Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge GraphsCode0
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis—0
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction WrappingCode0
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs—0
Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation—0
Zero-Resource Hallucination Prevention for Large Language ModelsCode0
CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning—0
Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition—0
Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection—0
Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt EngineeringCode0
Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models—0
Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI—0
Large Language Models on Wikipedia-Style Survey Generation: an Evaluation in NLP ConceptsCode0
FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt—0
PUMGPT: A Large Vision-Language Model for Product Understanding—0
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text—0
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction—0
User-Controlled Knowledge Fusion in Large Language Models: Balancing Creativity and Hallucination—0
Hallucination Improves the Performance of Unsupervised Visual Representation Learning—0
Controlling Equational Reasoning in Large Language Models with Prompt Interventions—0
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models—0
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks—0
Facial Reenactment Through a Personalized Generator—0
Improving RNN-Transducers with Acoustic LookAhead—0
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation—0
Challenges in Domain-Specific Abstractive Summarization and How to Overcome them—0
IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations—0
Evidence for Reduced Sensory Precision and Increased Reliance on Priors in Hallucination-Prone Individuals in a General Population Sample—0
A Survey on Multimodal Large Language Models—0
Hallucination is the last thing you need—0
Vision Transformer with Attention Map Hallucination and FFN Compaction—0
Pushing the Limits of ChatGPT on NLP Tasks—0
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)—0
Trapping LLM Hallucinations Using Tagged Context Prompts—0
Defocus to focus: Photo-realistic bokeh rendering by fusing defocus and radiance priors—0
Efficient and Interpretable Compressive Text Summarisation with Unsupervised Dual-Agent Reinforcement LearningCode0
Do Language Models Know When They're Hallucinating References?Code0
An Investigation of Evaluation Metrics for Automated Medical Note GenerationCode0
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal ReasoningCode0
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuningCode0
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations—0
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language ModelsCode0
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought—0
Appraising the Potential Uses and Harms of LLMs for Medical Systematic ReviewsCode0
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