Jinheon Baek
Jinheon Baek
Ph.D. student, KAIST
Bestätigte E-Mail-Adresse bei - Startseite
Zitiert von
Zitiert von
Accurate Learning of Graph Representations with Graph Multiset Pooling
J Baek*, M Kang*, SJ Hwang
ICLR 2021, 2021
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction
J Baek, DB Lee, SJ Hwang
NeurIPS 2020, 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
Edge Representation Learning with Hypergraphs
J Jo*, J Baek*, S Lee*, D Kim, M Kang, SJ Hwang
NeurIPS 2021, 2021
Personalized Subgraph Federated Learning
J Baek*, W Jeong*, J Jin, J Yoon, SJ Hwang
ICML 2023, 2023
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation
M Kang*, JM Kwak*, J Baek*, SJ Hwang
KRLM Workshop @ ICML 2022, 2022
KALA: Knowledge-Augmented Language Model Adaptation
M Kang*, J Baek*, SJ Hwang
NAACL 2022, 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
Graph Self-supervised Learning with Accurate Discrepancy Learning
D Kim*, J Baek*, SJ Hwang
NeurIPS 2022, 2022
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
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation
S Jeong, J Baek, CH Park, JC Park
SDP Workshop @ NAACL 2021, 2021
Knowledge-Augmented Language Model Verification
J Baek, S Jeong, M Kang, JC Park, SJ Hwang
EMNLP 2023, 2023
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
Direct Fact Retrieval from Knowledge Graphs without Entity Linking
J Baek, AF Aji, J Lehmann, SJ Hwang
ACL 2023, 2023
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
S Jeong, J Baek, S Cho, SJ Hwang, JC Park
ACL 2022, 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
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
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks
M Seo*, J Baek*, J Thorne, SJ Hwang
arXiv preprint arXiv:2402.13482, 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
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
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