Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiersby Gjergji…
Enhancing LLM Evaluations: The Garbling Trickby William F. BradleyFirst submitted to arxiv on: 3 Nov…
Interacting Large Language Model Agents. Interpretable Models and Social Learningby Adit Jain, Vikram KrishnamurthyFirst submitted…
EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detectionby Zihang Qiu, Chaojie…
LLaMo: Large Language Model-based Molecular Graph Assistantby Jinyoung Park, Minseong Bae, Dohwan Ko, Hyunwoo J.…
A Theoretical Perspective for Speculative Decoding Algorithmby Ming Yin, Minshuo Chen, Kaixuan Huang, Mengdi WangFirst…
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large…
RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Modelsby Serena Zhang, Sraavya Sambara,…
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSNby Zhilun Zhou, Jingyang Fan,…
Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Modelsby Haritz Puerto,…