Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts
Soojin Yoon, Sungho Ko, TongYoung Kim, SeongKu Kang, Jinyoung Yeo, Dongha Lee
ACM International Conference on Web Search and Data Mining (WSDM)
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
ACM International Conference on Web Search and Data Mining (WSDM)
Stop Playing the Guessing Game! Target-Free User Simulation for Evaluating Conversational Recommender Systems
Sunghwan Kim, Tongyoung Kim, Kwangwook Seo, Jinyoung Yeo, Dongha Lee
Preprint (arXiv)
Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths
Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee
Preprint (arXiv)
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo
Preprint (arXiv)
Evaluating Robustness of Reward Models for Mathematical Reasoning
{Sunghwan Kim, Dongjin Kang}, Taeyoon Kwon, Hyungjoo Chae, Jungsoo Won, Dongha Lee, Jinyoung Yeo
Preprint (arXiv)
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching
Seoyeon Kim, Huiseo Kim, Chanjun Park, Jinyoung Yeo, Dongha Lee
Preprint (arXiv)
Bag of Tricks for Diabetic Retinopathy and Diabetic Macular Edema Classification in Ultra-Widefield Imaging
Hyeonmin Kim, Chanyang Seo, Wonyoung Seo, Yunnie Cho, Ohhyun Kwon, Dongha Lee
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI Challenge), First place award at UWF4DR
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
Yeongbin Seo, Dongha Lee, Jinyoung Yeo
Conference on Neural Information Processing Systems (NeurIPS)
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
{Sungho Ko, Hyunjin Cho}, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee
Conference on Empirical Methods in Natural Language Processing (EMNLP), Oral Presentation
Taxonomy-guided Semantic Indexing for Academic Paper Search
SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
Conference on Empirical Methods in Natural Language Processing (EMNLP), Oral Presentation
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization
Kwangwook Seo, Jinyoung Yeo, Dongha Lee
Conference on Empirical Methods in Natural Language Processing (EMNLP Findings)
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis
{Yongsik Seo, Sungwon Song, Ryang Heo}, Jieyong Kim, Dongha Lee
Conference on Empirical Methods in Natural Language Processing (EMNLP Findings)
CACTUS: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
{Suyeon Lee, Sunghwan Kim, Minju Kim}, Dongjin Kang, Dongil Yang, Harim Kim, Minseok Kang, Dayi Jung, Min Hee Kim, Seungbeen Lee, Kyoung-Mee Chung, Youngjae Yu, Dongha Lee, Jinyoung Yeo
Conference on Empirical Methods in Natural Language Processing (EMNLP Findings)
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation
Seonghyeon Lee, Suyeon Kim, Joonwon Jang, HeeJae Chon, Dongha Lee, Hwanjo Yu
Conference on Empirical Methods in Natural Language Processing (EMNLP Findings)
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion
{Dongil Yang, Suyeon Lee}, Minjin Kim, Jungsoo Won, Namyoung Kim, Dongha Lee, Jinyoung Yeo
Preprint (arXiv)
SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation
Tongyoung Kim, SooJin Yoon, SeongKu Kang, Jinyoung Yeo, Dongha Lee
Preprint (arXiv)
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation
{Jieyong Kim, Hyunseo Kim}, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee
Preprint (arXiv)
Graph Signal Processing for Cross-Domain Recommendation
Jeongeun Lee, SeongKu Kang, Won-Yong Shin, Jeongwhan Choi, Noseong Park, Dongha Lee
Preprint (arXiv)
Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes
{HeeJae Chon, Seonghyeon Lee}, Jinyoung Yeo, Dongha Lee
Preprint (arXiv)
Towards Lifelong Dialogue Agents via Relation-aware Memory Construction and Timeline-augmented Response Generation
{Kai Tzu-iunn Ong, Namyoung Kim}, Minju Gwak, Hyungjoo Chae, Taeyoon Kwon, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo
Preprint (arXiv)
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
Seungbeen Lee, Seungwon Lim, Seungju Han, Giyeong Oh, Hyungjoo Chae, Jiwan Chung, Minju Kim, Beong-woo Kwak, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, Youngjae Yu
Preprint (arXiv)
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models
{Seoyeon Kim, Kwangwook Seo}, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee
Annual Conference of the Association for Computational Linguistics (ACL)
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation
{Dongjin Kang, Sunghwan Kim}, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo
Annual Conference of the Association for Computational Linguistics (ACL), Outstanding Paper Award
PEARL: A Review-driven Persona-Knowledge grounded Conversational Recommendation Dataset
{Minjin Kim, Minju Kim}, Hana Kim, Beong-woo Kwak, Soyeon Jeon, Hyunseo Kim, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee
Annual Conference of the Association for Computational Linguistics (ACL Findings)
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy
{Jieyong Kim, Ryang Heo}, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee
Annual Conference of the Association for Computational Linguistics (ACL Findings)
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization
Seonglae Cho, Myungha Jang, Jinyoung Yeo, Dongha Lee
Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Demo)