Lee, Chen-Yu

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Hsieh, C.-Y., Li, C.-L., Yeh, C.-K., Nakhost, H., Fujii, Y., Ratner, A., Krishna, R., Lee, C.-Y., & Pfister, T. (2023) · Findings of the Association for Computational Linguistics: ACL 2023

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 316

Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval

Saito, K., Sohn, K., Zhang, X., Li, C.-L., Lee, C.-Y., Saenko, K., & Pfister, T. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Image Retrieval and Classification TechniquesMultimodal Machine Learning Applications

Cited by 145

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction

Lee, C.-Y., Li, C.-L., Dozat, T., Perot, V., Su, G., Hua, N., Ainslie, J., Wang, R., Fujii, Y., & Pfister, T. (2022) · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Handwritten Text Recognition TechniquesTopic Modeling

Cited by 74

Prefix Conditioning Unifies Language and Label Supervision

Saito, K., Sohn, K., Zhang, X., Li, C.-L., Lee, C.-Y., Saenko, K., & Pfister, T. (2022) · arXiv

Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 17

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Wang, Z., Wang, Z., Le, L., Zheng, H. S., Mishra, S., Perot, V., Zhang, Y., Mattapalli, A., Taly, A., Shang, J., et al. (2024) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 9

Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval

Chen, Y., Yoon, J., Sachan, D. S., Wang, Q., Cohen-Addad, V., Bateni, M., Lee, C.-Y., & Pfister, T. (2024) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 0