Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysisby…
Leveraging LLMs for Legacy Code Modernization: Challenges and Opportunities for LLM-Generated Documentationby Colin Diggs, Michael…
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Modelsby Javier Ferrando, Oscar…
On the Limits of Language Generation: Trade-Offs Between Hallucination and Mode Collapseby Alkis Kalavasis, Anay…
Confidence-aware Denoised Fine-tuning of Off-the-shelf Models for Certified Robustnessby Suhyeok Jang, Seojin Kim, Jinwoo Shin,…
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuningby David Junhao Zhang,…
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAGby Laifa Tao,…
Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Modelsby Junjie Wu, Tsz Ting Chung, Kai Chen,…
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoningby Jingkun Ma, Runzhe Zhan, Derek F. Wong, Yang Li, Di…
No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Modelsby Changlong Wu, Ananth Grama, Wojciech…