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Jinheon Baek
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2020 – today
- 2024
- [i22]Minju Seo, Jinheon Baek, James Thorne, Sung Ju Hwang:
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks. CoRR abs/2402.13482 (2024) - [i21]Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park:
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity. CoRR abs/2403.14403 (2024) - 2023
- [c15]Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park:
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning. ACL (Findings) 2023: 6019-6031 - [c14]Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang:
Direct Fact Retrieval from Knowledge Graphs without Entity Linking. ACL (1) 2023: 10038-10055 - [c13]Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park:
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement. EACL 2023: 477-490 - [c12]Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang:
Knowledge-Augmented Language Model Verification. EMNLP 2023: 1720-1736 - [c11]Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong Park:
Test-Time Self-Adaptive Small Language Models for Question Answering. EMNLP (Findings) 2023: 15459-15469 - [c10]Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang:
Personalized Subgraph Federated Learning. ICML 2023: 1396-1415 - [c9]Minki Kang, Seanie Lee, Jinheon Baek, Kenji Kawaguchi, Sung Ju Hwang:
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks. NeurIPS 2023 - [i20]Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong C. Park:
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement. CoRR abs/2302.05137 (2023) - [i19]Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang:
Direct Fact Retrieval from Knowledge Graphs without Entity Linking. CoRR abs/2305.12416 (2023) - [i18]Minki Kang, Seanie Lee, Jinheon Baek, Kenji Kawaguchi, Sung Ju Hwang:
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks. CoRR abs/2305.18395 (2023) - [i17]Minki Kang, Jin Myung Kwak, Jinheon Baek, Sung Ju Hwang:
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation. CoRR abs/2305.18846 (2023) - [i16]Jinheon Baek, Alham Fikri Aji, Amir Saffari:
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering. CoRR abs/2306.04136 (2023) - [i15]Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong C. Park:
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning. CoRR abs/2306.04293 (2023) - [i14]Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang:
Knowledge-Augmented Language Model Verification. CoRR abs/2310.12836 (2023) - [i13]Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park:
Test-Time Self-Adaptive Small Language Models for Question Answering. CoRR abs/2310.13307 (2023) - [i12]Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen Herring, Sujay Kumar Jauhar:
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion. CoRR abs/2311.06318 (2023) - 2022
- [c8]Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park:
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation. ACL (2) 2022: 442-452 - [c7]Jongha Kim, Jinheon Baek, Sung Ju Hwang:
Object Detection in Aerial Images with Uncertainty-Aware Graph Network. ECCV Workshops (4) 2022: 521-536 - [c6]Minki Kang, Jinheon Baek, Sung Ju Hwang:
KALA: Knowledge-Augmented Language Model Adaptation. NAACL-HLT 2022: 5144-5167 - [c5]Dongki Kim, Jinheon Baek, Sung Ju Hwang:
Graph Self-supervised Learning with Accurate Discrepancy Learning. NeurIPS 2022 - [i11]Dongki Kim, Jinheon Baek, Sung Ju Hwang:
Graph Self-supervised Learning with Accurate Discrepancy Learning. CoRR abs/2202.02989 (2022) - [i10]Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park:
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation. CoRR abs/2203.07735 (2022) - [i9]Minki Kang, Jinheon Baek, Sung Ju Hwang:
KALA: Knowledge-Augmented Language Model Adaptation. CoRR abs/2204.10555 (2022) - [i8]Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang:
Personalized Subgraph Federated Learning. CoRR abs/2206.10206 (2022) - [i7]Jongha Kim, Jinheon Baek, Sung Ju Hwang:
Object Detection in Aerial Images with Uncertainty-Aware Graph Network. CoRR abs/2208.10781 (2022) - 2021
- [j1]Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang:
Exploring the spatial reasoning ability of neural models in human IQ tests. Neural Networks 140: 27-38 (2021) - [c4]Jinheon Baek, Minki Kang, Sung Ju Hwang:
Accurate Learning of Graph Representations with Graph Multiset Pooling. ICLR 2021 - [c3]Jaehyeong Jo, Jinheon Baek, Seul Lee, Dongki Kim, Minki Kang, Sung Ju Hwang:
Edge Representation Learning with Hypergraphs. NeurIPS 2021: 7534-7546 - [c2]Wonyong Jeong, Hayeon Lee, Geon Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang:
Task-Adaptive Neural Network Search with Meta-Contrastive Learning. NeurIPS 2021: 21310-21324 - [i6]Jinheon Baek, Minki Kang, Sung Ju Hwang:
Accurate Learning of Graph Representations with Graph Multiset Pooling. CoRR abs/2102.11533 (2021) - [i5]Wonyong Jeong, Hayeon Lee, Gun Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang:
Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning. CoRR abs/2103.01495 (2021) - [i4]Soyeong Jeong, Jinheon Baek, ChaeHun Park, Jong C. Park:
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation. CoRR abs/2105.00666 (2021) - [i3]Jaehyeong Jo, Jinheon Baek, Seul Lee, Dongki Kim, Minki Kang, Sung Ju Hwang:
Edge Representation Learning with Hypergraphs. CoRR abs/2106.15845 (2021) - 2020
- [c1]Jinheon Baek, Dong Bok Lee, Sung Ju Hwang:
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction. NeurIPS 2020 - [i2]Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang:
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests. CoRR abs/2004.05352 (2020) - [i1]Jinheon Baek, Dong Bok Lee, Sung Ju Hwang:
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction. CoRR abs/2006.06648 (2020)
Coauthor Index
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last updated on 2024-04-14 03:49 CEST by the dblp team
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