Title
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model T. Kaiser Thomas Norrenbrock Bodo Rosenhahn 34 0 0 08 May 2025
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Harnessing Multiple Large Language Models: A Survey on LLM Ensemble Zhijun Chen Jingzheng Li Pengpeng Chen Zhuoran Li Kai Sun Yuankai Luo Qianren Mao Dingqi Yang Hailong Sun Philip S. Yu ELM 50 2 0 25 Feb 2025
A Unified Approach to Routing and Cascading for LLMs Jasper Dekoninck Maximilian Baader Martin Vechev 60 2 0 17 Feb 2025
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PickLLM: Context-Aware RL-Assisted Large Language Model Routing Dimitrios Sikeridis Dennis Ramdass Pranay Pareek 75 1 0 12 Dec 2024
Efficiently Deploying LLMs with Controlled Risk Michael J. Zellinger Matt Thomson 31 1 0 03 Oct 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 50 23 0 10 Sep 2024
Cost-Effective Online Multi-LLM Selection with Versatile Reward Models Xiangxiang Dai Jin Li Xutong Liu Anqi Yu J. C. Lui 33 5 0 26 May 2024
Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection Guillem Ramírez Alexandra Birch Ivan Titov 27 8 0 03 May 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing Dujian Ding Ankur Mallick Chi Wang Robert Sim Subhabrata Mukherjee Victor Rühle L. Lakshmanan Ahmed Hassan Awadallah 77 73 0 22 Apr 2024
RouterBench: A Benchmark for Multi-LLM Routing System Qitian Jason Hu Jacob Bieker Xiuyu Li Nan Jiang Benjamin Keigwin Gaurav Ranganath Kurt Keutzer Shriyash Kaustubh Upadhyay 34 36 0 18 Mar 2024
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts Yuta Koreeda Christopher D. Manning AILaw 84 96 0 05 Oct 2021
Consistent Accelerated Inference via Confident Adaptive Transformers Tal Schuster Adam Fisch Tommi Jaakkola Regina Barzilay AI4TS 179 69 0 18 Apr 2021