LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, Huanhuan Zhao, Lili Qiu, Dongmei Zhang
Abstract
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang. Findings of the Association for Computational Linguistics: ACL 2024. 2024.
Topics & Concepts
Computer scienceTask (project management)Compression (physics)Data compressionDistillationArtificial intelligenceEngineeringChemistryComposite materialSystems engineeringMaterials scienceOrganic chemistryParallel Computing and Optimization TechniquesAlgorithms and Data CompressionComputational Physics and Python Applications