Jay-Yoon Lee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Natural Language Queries

Top Venues

Publications

Hye Ryung Son, Jay-Yoon Lee
Locate&Edit: Energy-based Text Editing for Efficient, Flexible, and Faithful Controlled Text Generation. CoRR (2024)
Kiseung Kim, Jay-Yoon Lee
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation. CoRR (2024)
Jonghyun Song, Cheyon Jin, Wenlong Zhao, Jay-Yoon Lee
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval. CoRR (2024)
Yikyung Kim, Jay-Yoon Lee
Case-Based Reasoning Approach for Solving Financial Question Answering. CoRR (2024)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation. ACL (1) (2024)
Mooho Song, Jay-Yoon Lee
An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints. CoRR (2024)
Dung Thai, Dhruv Agarwal, Mudit Chaudhary, Wenlong Zhao, Rajarshi Das, Jay-Yoon Lee, Hannaneh Hajishirzi, Manzil Zaheer, Andrew McCallum
Machine Reading Comprehension using Case-based Reasoning. EMNLP (Findings) (2023)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
Multistage Collaborative Knowledge Distillation from Large Language Models. CoRR (2023)
Dung Thai, Dhruv Agarwal, Mudit Chaudhary, Rajarshi Das, Manzil Zaheer, Jay-Yoon Lee, Hannaneh Hajishirzi, Andrew McCallum
Machine Reading Comprehension using Case-based Reasoning. CoRR (2023)
Trapit Bansal, Salaheddin Alzubi, Tong Wang, Jay-Yoon Lee, Andrew McCallum
Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning. AutoML (2022)
EunJeong Hwang, Jay-Yoon Lee, Tianyi Yang, Dhruvesh Patel, Dongxu Zhang, Andrew McCallum
Event-Event Relation Extraction using Probabilistic Box Embedding. ACL (2) (2022)
Dhruvesh Patel, Pavitra Dangati, Jay-Yoon Lee, Michael Boratko, Andrew McCallum
Modeling Label Space Interactions in Multi-label Classification using Box Embeddings. ICLR (2022)
Rajarshi Das, Manzil Zaheer, Dung Thai, Ameya Godbole, Ethan Perez, Jay-Yoon Lee, Lizhen Tan, Lazaros Polymenakos, Andrew McCallum
Case-based Reasoning for Natural Language Queries over Knowledge Bases. CoRR (2021)
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum
Improved Latent Tree Induction with Distant Supervision via Span Constraints. EMNLP (1) (2021)
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum
Improved Latent Tree Induction with Distant Supervision via Span Constraints. CoRR (2021)