Jinheon Baek

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 44

Top Topics

Graph Representations

Question Answering

Top Venues

Publications

Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
Database-Augmented Query Representation for Information Retrieval. CoRR (2024)
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 (2024)
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)
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 (2024)
Minju Seo, Jinheon Baek, James Thorne, Sung Ju Hwang
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks. CoRR (2024)
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 (2024)
Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen Herring, Sujay Kumar Jauhar
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion. WWW (2024)
Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models. CoRR (2024)
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 (2023)
Minki Kang, Jin Myung Kwak, Jinheon Baek, Sung Ju Hwang
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation. CoRR (2023)
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong Park
Test-Time Self-Adaptive Small Language Models for Question Answering. EMNLP (Findings) (2023)
Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang
Personalized Subgraph Federated Learning. ICML (2023)
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
Test-Time Self-Adaptive Small Language Models for Question Answering. CoRR (2023)
Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang
Knowledge-Augmented Language Model Verification. CoRR (2023)
Jinheon Baek, Alham Fikri Aji, Amir Saffari
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering. CoRR (2023)
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang
Direct Fact Retrieval from Knowledge Graphs without Entity Linking. CoRR (2023)
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)
Minki Kang, Seanie Lee, Jinheon Baek, Kenji Kawaguchi, Sung Ju Hwang
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks. CoRR (2023)
Jinheon Baek, Soyeong Jeong, Minki Kang, Jong Park, Sung Ju Hwang
Knowledge-Augmented Language Model Verification. EMNLP (2023)
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)
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)
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang
Direct Fact Retrieval from Knowledge Graphs without Entity Linking. ACL (1) (2023)
Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen Herring, Sujay Kumar Jauhar
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion. CoRR (2023)
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 (2023)
Dongki Kim, Jinheon Baek, Sung Ju Hwang
Graph Self-supervised Learning with Accurate Discrepancy Learning. CoRR (2022)
Minki Kang, Jinheon Baek, Sung Ju Hwang
KALA: Knowledge-Augmented Language Model Adaptation. NAACL-HLT (2022)
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)
Minki Kang, Jinheon Baek, Sung Ju Hwang
KALA: Knowledge-Augmented Language Model Adaptation. CoRR (2022)
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation. CoRR (2022)
Jongha Kim, Jinheon Baek, Sung Ju Hwang
Object Detection in Aerial Images with Uncertainty-Aware Graph Network. ECCV Workshops (4) (2022)
Jongha Kim, Jinheon Baek, Sung Ju Hwang
Object Detection in Aerial Images with Uncertainty-Aware Graph Network. CoRR (2022)
Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang
Personalized Subgraph Federated Learning. CoRR (2022)
Dongki Kim, Jinheon Baek, Sung Ju Hwang
Graph Self-supervised Learning with Accurate Discrepancy Learning. NeurIPS (2022)
Jinheon Baek, Minki Kang, Sung Ju Hwang
Accurate Learning of Graph Representations with Graph Multiset Pooling. ICLR (2021)
Soyeong Jeong, Jinheon Baek, ChaeHun Park, Jong C. Park
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation. CoRR (2021)
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang
Exploring the spatial reasoning ability of neural models in human IQ tests. Neural Networks 140 (2021)
Jinheon Baek, Minki Kang, Sung Ju Hwang
Accurate Learning of Graph Representations with Graph Multiset Pooling. CoRR (2021)
Jaehyeong Jo, Jinheon Baek, Seul Lee, Dongki Kim, Minki Kang, Sung Ju Hwang
Edge Representation Learning with Hypergraphs. NeurIPS (2021)
Jaehyeong Jo, Jinheon Baek, Seul Lee, Dongki Kim, Minki Kang, Sung Ju Hwang
Edge Representation Learning with Hypergraphs. CoRR (2021)
Wonyong Jeong, Hayeon Lee, Geon Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang
Task-Adaptive Neural Network Search with Meta-Contrastive Learning. NeurIPS (2021)
Wonyong Jeong, Hayeon Lee, Gun Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang
Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning. CoRR (2021)
Jinheon Baek, Dong Bok Lee, Sung Ju Hwang
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction. NeurIPS (2020)
Jinheon Baek, Dong Bok Lee, Sung Ju Hwang
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction. CoRR (2020)
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests. CoRR (2020)