Jay-Yoon Lee

36 papers A* 5Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning.
AAAI
Jungsuk Oh, Jay-Yoon Lee
2026 J jnl
SEAL-pose: Enhancing 3D Human Pose Estimation via a Learned Loss for Structural Consistency.
CoRR
Yeonsung Kim, Junggeun Do, Seunguk Do, Sangmin Kim, Jaesik Park, Jay-Yoon Lee
2026 J jnl
ToolMATH: A Math Tool Benchmark for Realistic Long-Horizon Multi-Tool Reasoning.
CoRR
Hyeonje Choi, Jeongsoo Lee, Hyojun Lee, Jay-Yoon Lee
2025 — conf
BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MT.
ACL (Findings)
Seungwoo Choi, Gahyun Yoo, Jay-Yoon Lee
2025 A* conf
CoMRes: Semi-Supervised Time Series Forecasting Utilizing Consensus Promotion of Multi-Resolution.
ICLR
Yunju Cho, Jay-Yoon Lee
2025 J jnl
GraphCheck: Multi-Path Fact-Checking with Entity-Relationship Graphs.
CoRR
Hyewon Jeon, Jay-Yoon Lee
2025 — conf
GraphCheck: Multipath Fact-Checking with Entity-Relationship Graphs.
EMNLP (Findings)
Hyewon Jeon, Jay-Yoon Lee
2025 — conf
Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks.
ACL (1)
Mooho Song, Hye Ryung Son, Jay-Yoon Lee
2025 J jnl
Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks.
CoRR
Mooho Song, Hyeryung Son, Jay-Yoon Lee
2025 J jnl
Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning.
CoRR
Jeongseok Oh, Jay-Yoon Lee
2025 J jnl
Mind the Gap: Aligning the Brain with Language Models Requires a Nonlinear and Multimodal Approach.
CoRR
Danny Dongyeop Han, Yunju Cho, Jiook Cha, Jay-Yoon Lee
2025 J jnl
Stop-RAG: Value-Based Retrieval Control for Iterative RAG.
CoRR
Jaewan Park, Solbee Cho, Jay-Yoon Lee
2024 J jnl
An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints.
CoRR
Mooho Song, Jay-Yoon Lee
2024 — conf
An Analysis under a Unified Formulation of Learning Algorithms with Output Constraints.
ACL (Student Research Workshop)
Mooho Song, Jay-Yoon Lee
2024 J jnl
Case-Based Reasoning Approach for Solving Financial Question Answering.
CoRR
Yikyung Kim, Jay-Yoon Lee
2024 A* conf
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval.
EMNLP
Jonghyun Song, Cheyon Jin, Wenlong Zhao, Andrew McCallum, Jay-Yoon Lee
2024 J jnl
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval.
CoRR
Jonghyun Song, Cheyon Jin, Wenlong Zhao, Jay-Yoon Lee
2024 J jnl
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning.
CoRR
Seong-Il Park, Seungwoo Choi, Na-Hyun Kim, Jay-Yoon Lee
2024 J jnl
IntGrad MT: Eliciting LLMs' Machine Translation Capabilities with Sentence Interpolation and Gradual MT.
CoRR
Seungwoo Choi, Gahyun Yoo, Jay-Yoon Lee
2024 J jnl
Locate&Edit: Energy-based Text Editing for Efficient, Flexible, and Faithful Controlled Text Generation.
CoRR
Hye Ryung Son, Jay-Yoon Lee
2024 — conf
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation.
ACL (1)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
2024 A* conf
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation.
EMNLP
Kiseung Kim, Jay-Yoon Lee
2024 J jnl
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation.
CoRR
Kiseung Kim, Jay-Yoon Lee
2024 J jnl
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models.
CoRR
Seong-Il Park, Jay-Yoon Lee
2024 J jnl
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models.
Trans. Assoc. Comput. Linguistics
Seong-Il Park, Jay-Yoon Lee
2024 — conf
Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks.
EMNLP (Findings)
Sungkyung Kim, Adam Lee, Junyoung Park, Andrew Chung, Jusang Oh, Jay-Yoon Lee
2024 J jnl
Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks.
CoRR
Sungkyung Kim, Adam Lee, Junyoung Park, Andrew Chung, Jusang Oh, Jay-Yoon Lee
2023 — conf
Machine Reading Comprehension using Case-based Reasoning.
EMNLP (Findings)
Dung Thai, Dhruv Agarwal, Mudit Chaudhary, Wenlong Zhao, Rajarshi Das, Jay-Yoon Lee, Hannaneh Hajishirzi, Manzil Zaheer, Andrew McCallum
2023 J jnl
Machine Reading Comprehension using Case-based Reasoning.
CoRR
Dung Thai, Dhruv Agarwal, Mudit Chaudhary, Wenlong Zhao, Rajarshi Das, Manzil Zaheer, Jay-Yoon Lee, Hannaneh Hajishirzi, Andrew McCallum
2023 J jnl
Multistage Collaborative Knowledge Distillation from Large Language Models.
CoRR
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
2022 — conf
Event-Event Relation Extraction using Probabilistic Box Embedding.
ACL (2)
Eunjeong Hwang, Jay-Yoon Lee, Tianyi Yang, Dhruvesh Patel, Dongxu Zhang, Andrew McCallum
2022 — conf
Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning.
AutoML
Trapit Bansal, Salaheddin Alzubi, Tong Wang, Jay-Yoon Lee, Andrew McCallum
2022 A* conf
Modeling Label Space Interactions in Multi-label Classification using Box Embeddings.
ICLR
Dhruvesh Patel, Pavitra Dangati, Jay-Yoon Lee, Michael Boratko, Andrew McCallum
2021 J jnl
Case-based Reasoning for Natural Language Queries over Knowledge Bases.
CoRR
Rajarshi Das, Manzil Zaheer, Dung Thai, Ameya Godbole, Ethan Perez, Jay-Yoon Lee, Lizhen Tan, Lazaros Polymenakos, Andrew McCallum
2021 — conf
Improved Latent Tree Induction with Distant Supervision via Span Constraints.
EMNLP (1)
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum
2021 J jnl
Improved Latent Tree Induction with Distant Supervision via Span Constraints.
CoRR
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum