SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Applicationby Hanrong Zhang, Xinyue Wang,…
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent Systemby Weize Chen, Jiarui Yuan, Chen Qian,…
SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layersby Viktoriia Chekalina, Anna Rudenko, Gleb…
Uncovering Factor Level Preferences to Improve Human-Model Alignmentby Juhyun Oh, Eunsu Kim, Jiseon Kim, Wenda…
Personal Intelligence System UniLM: Hybrid On-Device Small Language Model and Server-Based Large Language Model for…
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Modelsby Yingen Liu, Fan Wu, Ruihui…
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzlesby Qi Chen, Bowen Zhang,…
Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoningby Ayush Singh, Mansi Gupta,…
PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Samplingby Xudong…
Core Tokensets for Data-efficient Sequential Training of Transformersby Subarnaduti Paul, Manuel Brack, Patrick Schramowski, Kristian…