An Ontology-Enabled Approach For User-Centered and Knowledge-Enabled Explanations of AI Systemsby Shruthi ChariFirst submitted to…
Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspectiveby Rui Yang, Boming…
Order Matters: Exploring Order Sensitivity in Multimodal Large Language Modelsby Zhijie Tan, Xu Chu, Weiping…
Correct after Answer: Enhancing Multi-Span Question Answering with Post-Processing Methodby Jiayi Lin, Chenyang Zhang, Haibo…
Optimizing LLMs with Direct Preferences: A Data Efficiency Perspectiveby Pietro Bernardelle, Gianluca DemartiniFirst submitted to…
Fine-Tuning LLMs for Reliable Medical Question-Answering Servicesby Ali Anaissi, Ali Braytee, Junaid AkramFirst submitted to…
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenanceby Tianyang Zhang,…
Evaluating Consistencies in LLM responses through a Semantic Clustering of Question Answeringby Yanggyu Lee, Jihie…
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Modelsby Qitan Lv, Jie Wang, Hanzhu Chen,…
LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasoundby Xuechen Guo, Wenhao Chai, Shi-Yan Li,…