| Accurate Learning of Graph Representations with Graph Multiset Pooling J Baek*, M Kang*, SJ Hwang ICLR 2021, 2021 | 211 | 2021 |
| Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering J Baek, AF Aji, A Saffari {NLRSE, MATCHING} Workshop @ ACL 2023, 2023 | 140 | 2023 |
| Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction J Baek, DB Lee, SJ Hwang NeurIPS 2020, 2020 | 102 | 2020 |
| 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 | 65 | 2024 |
| Personalized Subgraph Federated Learning J Baek*, W Jeong*, J Jin, J Yoon, SJ Hwang ICML 2023, 2023 | 64 | 2023 |
| Edge Representation Learning with Hypergraphs J Jo*, J Baek*, S Lee*, D Kim, M Kang, SJ Hwang NeurIPS 2021, 2021 | 61 | 2021 |
| Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation M Kang*, JM Kwak*, J Baek*, SJ Hwang KRLM Workshop @ ICML 2022, 2022 | 54* | 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 | 48 | 2023 |
| Graph Self-supervised Learning with Accurate Discrepancy Learning D Kim*, J Baek*, SJ Hwang NeurIPS 2022, 2022 | 38 | 2022 |
| KALA: Knowledge-Augmented Language Model Adaptation M Kang*, J Baek*, SJ Hwang NAACL 2022, 2022 | 36 | 2022 |
| ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models J Baek, SK Jauhar, S Cucerzan, SJ Hwang arXiv preprint arXiv:2404.07738, 2024 | 25 | 2024 |
| 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 | 22* | 2024 |
| Knowledge-Augmented Language Model Verification J Baek, S Jeong, M Kang, JC Park, SJ Hwang EMNLP 2023, 2023 | 21 | 2023 |
| Direct Fact Retrieval from Knowledge Graphs without Entity Linking J Baek, AF Aji, J Lehmann, SJ Hwang ACL 2023, 2023 | 21 | 2023 |
| Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation S Jeong, J Baek, CH Park, JC Park SDP Workshop @ NAACL 2021, 2021 | 18 | 2021 |
| CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark D Romero, C Lyu, HA Wibowo, T Lynn, I Hamed, AN Kishore, A Mandal, ... NeurIPS 2024, 2024 | 13 | 2024 |
| Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation S Jeong, J Baek, S Cho, SJ Hwang, JC Park ACL 2022, 2022 | 10 | 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 | 8 | 2021 |
| Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks M Seo*, J Baek*, J Thorne, SJ Hwang AFM Workshop @ NeurIPS 2024, 2024 | 6 | 2024 |
| The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models S Kim, J Suk, JY Cho, S Longpre, C Kim, D Yoon, G Son, Y Cho, ... arXiv preprint arXiv:2406.05761, 2024 | 5* | 2024 |
Sung Ju HwangKAIST, DeepAutoVerified email at kaist.ac.kr
