Accurate Learning of Graph Representations with Graph Multiset Pooling J Baek*, M Kang*, SJ Hwang ICLR 2021, 2021 | 153 | 2021 |
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction J Baek, DB Lee, SJ Hwang NeurIPS 2020, 2020 | 86 | 2020 |
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering J Baek, AF Aji, A Saffari {NLRSE, MATCHING} Workshop @ ACL 2023, 2023 | 54 | 2023 |
Edge Representation Learning with Hypergraphs J Jo*, J Baek*, S Lee*, D Kim, M Kang, SJ Hwang NeurIPS 2021, 2021 | 47 | 2021 |
Personalized Subgraph Federated Learning J Baek*, W Jeong*, J Jin, J Yoon, SJ Hwang ICML 2023, 2023 | 31 | 2023 |
KALA: Knowledge-Augmented Language Model Adaptation M Kang*, J Baek*, SJ Hwang NAACL 2022, 2022 | 25 | 2022 |
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation M Kang*, JM Kwak*, J Baek*, SJ Hwang KRLM Workshop @ ICML 2022, 2022 | 21* | 2022 |
Graph Self-supervised Learning with Accurate Discrepancy Learning D Kim*, J Baek*, SJ Hwang NeurIPS 2022, 2022 | 21 | 2022 |
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks M Kang, S Lee, J Baek, K Kawaguchi, SJ Hwang NeurIPS 2023, 2023 | 14 | 2023 |
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation S Jeong, J Baek, CH Park, JC Park SDP Workshop @ NAACL 2021, 2021 | 11 | 2021 |
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion J Baek, N Chandrasekaran, S Cucerzan, A Herring, SK Jauhar The Web Conference (WWW) 2024, 2024 | 7* | 2024 |
Knowledge-Augmented Language Model Verification J Baek, S Jeong, M Kang, JC Park, SJ Hwang EMNLP 2023, 2023 | 7 | 2023 |
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation S Jeong, J Baek, S Cho, SJ Hwang, JC Park ACL 2022, 2022 | 7 | 2022 |
Task-Adaptive Neural Network Search with Meta-Contrastive Learning W Jeong*, H Lee*, G Park*, E Hyung, J Baek, SJ Hwang NeurIPS 2021, 2021 | 7 | 2021 |
Direct Fact Retrieval from Knowledge Graphs without Entity Linking J Baek, AF Aji, J Lehmann, SJ Hwang ACL 2023, 2023 | 5 | 2023 |
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity S Jeong, J Baek, S Cho, SJ Hwang, JC Park NAACL 2024, 2024 | 1 | 2024 |
Test-Time Self-Adaptive Small Language Models for Question Answering S Jeong, J Baek, S Cho, SJ Hwang, JC Park EMNLP Findings 2023, 2023 | 1 | 2023 |
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement S Jeong, J Baek, SJ Hwang, JC Park EACL 2023, 2023 | 1 | 2023 |
Object Detection in Aerial Images with Uncertainty-Aware Graph Network J Kim, J Baek, SJ Hwang VOLI Workshop @ ECCV 2022, 2022 | 1 | 2022 |
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests H Kim*, Y Koh*, J Baek, J Kang Neural Networks, 2021 | 1 | 2021 |