MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables
{Kwangwook Seo, Donguk Kwon}, Dongha Lee
Annual Conference of the Association for Computational Linguistics (ACL)
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization
{Sunghwan Kim, Dongjin Kang}, Taeyoon Kwon, Hyungjoo Chae, Dongha Lee, Jinyoung Yeo
Annual Conference of the Association for Computational Linguistics (ACL)
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
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Can Large Language Models be Effective Online Opinion Miners?
Ryang Heo, Yongsik Seo, Junseong Lee, Dongha Lee
Preprint (arXiv)
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval
Sangam Lee, Ryang Heo, SeongKu Kang, Dongha Lee
Preprint (arXiv)
Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action
{Tongyoung Kim, Jeongeun Lee}, Soojin Yoon, Seonghwan Kim, Dongha Lee
Preprint (arXiv)
[ paper / code ]
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
Seonghyeon Lee, Heejae Chon, Joonwon Jang, Dongha Lee, Hwanjo Yu
Preprint (arXiv)
[ paper / code ]
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
International Conference on Learning Representations (ICLR)
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
Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
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
Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Findings)
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)
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)
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)
Graph Signal Processing for Cross-Domain Recommendation
Jeongeun Lee, SeongKu Kang, Won-Yong Shin, Jeongwhan Choi, Noseong Park, Dongha Lee
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)
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)