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Jinheon Baek
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Journal Articles
- 2021
- [j1]Hyunjae Kim
, Yookyung Koh
Exploring the spatial reasoning ability of neural models in human IQ tests. Neural Networks 140: 27-38 (2021)
Conference and Workshop Papers
- 2024
- [c19]Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Jinheon Baek, Potsawee Manakul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
An Empirical Study of Multilingual Reasoning Distillation for Question Answering. EMNLP 2024: 7739-7751 - [c18]Minju Seo, Jinheon Baek, Sung Ju Hwang:
Rethinking Code Refinement: Learning to Judge Code Efficiency. EMNLP (Findings) 2024: 11045-11056 - [c17]Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong Park:
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity. NAACL-HLT 2024: 7036-7050 - [c16]Jinheon Baek
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion. WWW 2024: 3355-3366 - 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 - 2022
- [c8]Soyeong Jeong, Jinheon Baek
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 - 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 - 2020
- [c1]Jinheon Baek, Dong Bok Lee, Sung Ju Hwang:
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction. NeurIPS 2020
Informal and Other Publications
- 2024
- [i27]Minju Seo, Jinheon Baek, James Thorne, Sung Ju Hwang:
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks. CoRR abs/2402.13482 (2024) - [i26]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) - [i25]Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang:
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models. CoRR abs/2404.07738 (2024) - [i24]Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Choi, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo:
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models. CoRR abs/2406.05761 (2024) - [i23]David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo, Teresa Lynn, Injy Hamed, Aditya Nanda Kishore, Aishik Mandal, Alina Dragonetti, Artem Abzaliev, Atnafu Lambebo Tonja, Bontu Fufa Balcha, Chenxi Whitehouse, Christian Salamea, Dan John Velasco, David Ifeoluwa Adelani, David Le Meur, Emilio Villa-Cueva, Fajri Koto, Fauzan Farooqui, Frederico Belcavello, Ganzorig Batnasan, Gisela Vallejo, Grainne Caulfield, Guido Ivetta, Haiyue Song, Henok Biadglign Ademtew, Hernán Maina, Holy Lovenia, Israel Abebe Azime, Jan Christian Blaise Cruz, Jay P. Gala, Jiahui Geng, Jesús-Germán Ortiz-Barajas, Jinheon Baek, Jocelyn Dunstan, Laura Alonso Alemany, Kumaranage Ravindu Yasas Nagasinghe, Luciana Benotti, Luis Fernando D'Haro, Marcelo Viridiano, Marcos Estecha-Garitagoitia, Maria Camila Buitrago Cabrera, Mario Rodríguez-Cantelar, Mélanie Jouitteau, Mihail Mihaylov, Mohamed Fazli Mohamed Imam, Muhammad Farid Adilazuarda, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Naome A. Etori, Olivier Niyomugisha, Paula Mónica Silva, Pranjal A. Chitale, Raj Dabre, Rendi Chevi, Ruochen Zhang, Ryandito Diandaru, Samuel Cahyawijaya, Santiago Góngora, Soyeong Jeong, Sukannya Purkayastha, Tatsuki Kuribayashi, Thanmay Jayakumar, Tiago Timponi Torrent, Toqeer Ehsan, Vladimir Araujo, Yova Kementchedjhieva, Zara Burzo, Zheng Wei Lim, Zheng Xin Yong, Oana Ignat, Joan Nwatu, Rada Mihalcea, Thamar Solorio, Alham Fikri Aji:
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. CoRR abs/2406.05967 (2024) - [i22]Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park:
Database-Augmented Query Representation for Information Retrieval. CoRR abs/2406.16013 (2024) - [i21]Jaewoo Lee, Joonho Ko, Jinheon Baek, Soyeong Jeong, Sung Ju Hwang:
Unified Multi-Modal Interleaved Document Representation for Information Retrieval. CoRR abs/2410.02729 (2024) - 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
- [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
- [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
- [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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