INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling

INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling

22 May 2025

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Papers citing "INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling"

7 / 7 papers shown

Title
XToM: Exploring the Multilingual Theory of Mind for Large Language Models Chunkit Chan Yauwai Yim Hongchuan Zeng Zhiying Zou Xinyuan Cheng ... Ginny Wong Helmut Schmid Hinrich Schütze Simon See Yangqiu Song LRM 49 0 0 03 Jun 2025
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 134 20 0 25 Feb 2025
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye ALM ELM LRM 205 4 0 24 Feb 2025
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Frank F. Xu Yufan Song Boxuan Li Yuxuan Tang Kritanjali Jain ... Wayne Chi Lawrence Jang Yiqing Xie Shuyan Zhou Graham Neubig LLMAG 192 42 0 18 Dec 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 235 132 0 18 Sep 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 226 193 0 22 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 204 44 0 09 Jun 2024