Summary of Generation Constraint Scaling Can Mitigate Hallucination, by Georgios Kollias et al.
Generation Constraint Scaling Can Mitigate Hallucinationby Georgios Kollias, Payel Das, Subhajit ChaudhuryFirst submitted to arxiv…
Summary of Haloquest: a Visual Hallucination Dataset For Advancing Multimodal Reasoning, by Zhecan Wang et al.
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoningby Zhecan Wang, Garrett Bingham, Adams Yu,…
Summary of Data-centric Human Preference Optimization with Rationales, by Hoang Anh Just et al.
Data-Centric Human Preference Optimization with Rationalesby Hoang Anh Just, Ming Jin, Anit Sahu, Huy Phan,…
Summary of Grapheval: a Knowledge-graph Based Llm Hallucination Evaluation Framework, by Hannah Sansford et al.
GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Frameworkby Hannah Sansford, Nicholas Richardson, Hermina Petric Maretic,…
Summary of Learning Dynamics Of Llm Finetuning, by Yi Ren et al.
Learning Dynamics of LLM Finetuningby Yi Ren, Danica J. SutherlandFirst submitted to arxiv on: 15…
Summary of On Mitigating Code Llm Hallucinations with Api Documentation, by Nihal Jain et al.
On Mitigating Code LLM Hallucinations with API Documentationby Nihal Jain, Robert Kwiatkowski, Baishakhi Ray, Murali…
Summary of Query-guided Self-supervised Summarization Of Nursing Notes, by Ya Gao et al.
Query-Guided Self-Supervised Summarization of Nursing Notesby Ya Gao, Hans Moen, Saila Koivusalo, Miika Koskinen, Pekka…
Summary of Semantic Entropy Probes: Robust and Cheap Hallucination Detection in Llms, by Jannik Kossen et al.
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMsby Jannik Kossen, Jiatong Han, Muhammed…
Summary of Hight: Hierarchical Graph Tokenization For Graph-language Alignment, by Yongqiang Chen et al.
HIGHT: Hierarchical Graph Tokenization for Graph-Language Alignmentby Yongqiang Chen, Quanming Yao, Juzheng Zhang, James Cheng,…
Summary of Mdpo: Conditional Preference Optimization For Multimodal Large Language Models, by Fei Wang et al.
mDPO: Conditional Preference Optimization for Multimodal Large Language Modelsby Fei Wang, Wenxuan Zhou, James Y.…