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Hallucination

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Showing 551–575 of 1816 papers

TitleStatusHype
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis—0
A Debate-Driven Experiment on LLM Hallucinations and Accuracy—0
Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models—0
Beyond the Black Box: Interpretability of LLMs in Finance—0
DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech—0
An Automated Reinforcement Learning Reward Design Framework with Large Language Model for Cooperative Platoon Coordination—0
Cost-Effective Hallucination Detection for LLMs—0
DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
Anatomy of Industrial Scale Multilingual ASR—0
Improving Zero-Shot ObjectNav with Generative Communication—0
FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales—0
Free-text Rationale Generation under Readability Level Control—0
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service—0
LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop—0
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective—0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering—0
Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Unanswerable Questions and Ambiguous Prompts—0
Detecting LLM Fact-conflicting Hallucinations Enhanced by Temporal-logic-based Reasoning—0
Detecting Hallucinations in Virtual Histology with Neural Precursors—0
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics—0
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness—0
Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval—0
Detecting Buggy Contracts via Smart Testing—0
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends—0
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