Jinheon Baek

75 papers A* 14A 1Journal 43Unranked 17
YearRankTypeTitle / Venue / Authors
2026 — conf
Unified Multimodal Interleaved Document Representation for Retrieval.
EACL (Findings)
Jaewoo Lee, Joonho Ko, Jinheon Baek, Soyeong Jeong, Sung Ju Hwang
2025 — conf
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation.
EMNLP (Findings)
Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan, Kareem Elzeky, Henok Biadglign Ademtew, Alham Fikri Aji, Vladimir Araujo, Israel Abebe Azime, Jinheon Baek, Frederico Belcavello, Fermin Cristobal, Jan Christian Blaise Cruz, Mary Dabre, Raj Dabre, Toqeer Ehsan, Naome A. Etori, Fauzan Farooqui, Jiahui Geng, Guido Ivetta, Thanmay Jayakumar, Soyeong Jeong, Zheng Wei Lim, Aishik Mandal, Sofía Martinelli, Mihail Minkov Mihaylov, Daniil Orel, Aniket Pramanick, Sukannya Purkayastha, Israfel Salazar, Haiyue Song, Tiago Timponi Torrent, Debela Desalegn Yadeta, Injy Hamed, Atnafu Lambebo Tonja, Thamar Solorio
2025 J jnl
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation.
CoRR
Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan, Kareem Elzeky, Henok Biadglign Ademtew, Alham Fikri Aji, Israel Abebe Azime, Jinheon Baek, Frederico Belcavello, Fermin Cristobal, Jan Christian Blaise Cruz, Mary Dabre, Raj Dabre, Toqeer Ehsan, Naome A. Etori, Fauzan Farooqui, Jiahui Geng, Guido Ivetta, Thanmay Jayakumar, Soyeong Jeong, Zheng Wei Lim, Aishik Mandal, Sofía Martinelli, Mihail Minkov Mihaylov, Daniil Orel, Aniket Pramanick, Sukannya Purkayastha, Israfel Salazar, Haiyue Song, Tiago Timponi Torrent, Debela Desalegn Yadeta, Injy Hamed, Atnafu Lambebo Tonja, Thamar Solorio
2025 A* conf
Database-Augmented Query Representation for Information Retrieval.
EMNLP
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
2025 — conf
Efficient Long Context Language Model Retrieval with Compression.
ACL (1)
Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang
2025 A* conf
Efficient Real-time Refinement of Language Model Text Generation.
EMNLP
Joonho Ko, Jinheon Baek, Sung Ju Hwang
2025 — conf
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL.
ACL (Findings)
Jinheon Baek, Horst Samulowitz, Oktie Hassanzadeh, Dharmashankar Subramanian, Sola Shirai, Alfio Gliozzo, Debarun Bhattacharjya
2025 J jnl
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL.
CoRR
Jinheon Baek, Horst Samulowitz, Oktie Hassanzadeh, Dharmashankar Subramanian, Sola Shirai, Alfio Gliozzo, Debarun Bhattacharjya
2025 J jnl
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs.
CoRR
Yumin Choi, Dongki Kim, Jinheon Baek, Sung Ju Hwang
2025 J jnl
PRISM: Fine-Grained Paper-to-Paper Retrieval with Multi-Aspect-Aware Query Optimization.
CoRR
Sangwoo Park, Jinheon Baek, Soyeong Jeong, Sung Ju Hwang
2025 J jnl
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning.
CoRR
Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang
2025 J jnl
Real-time Verification and Refinement of Language Model Text Generation.
CoRR
Joonho Ko, Jinheon Baek, Sung Ju Hwang
2025 — conf
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.
NAACL (Long Papers)
Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang
2025 J jnl
Rethinking Reward Models for Multi-Domain Test-Time Scaling.
CoRR
Dong Bok Lee, Seanie Lee, Sangwoo Park, Minki Kang, Jinheon Baek, Dongki Kim, Dominik Wagner, Jiongdao Jin, Heejun Lee, Tobias Bocklet, Jinyu Wang, Jingjing Fu, Sung Ju Hwang, Jiang Bian, Lei Song
2025 — conf
Revisiting In-Context Learning with Long Context Language Models.
ACL (Findings)
Jinheon Baek, Sun Jae Lee, Prakhar Gupta, Geunseob Oh, Siddharth Dalmia, Prateek Kolhar
2025 A* conf
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching.
EMNLP
Simon A. Aytes, Jinheon Baek, Sung Ju Hwang
2025 J jnl
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching.
CoRR
Simon A. Aytes, Jinheon Baek, Sung Ju Hwang
2025 J jnl
System Prompt Optimization with Meta-Learning.
CoRR
Yumin Choi, Jinheon Baek, Sung Ju Hwang
2025 — conf
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models.
NAACL (Long Papers)
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
2025 — conf
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments.
ACL (Findings)
Patomporn Payoungkhamdee, Pume Tuchinda, Jinheon Baek, Samuel Cahyawijaya, Can Udomcharoenchaikit, Potsawee Manakul, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
2025 J jnl
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments.
CoRR
Patomporn Payoungkhamdee, Pume Tuchinda, Jinheon Baek, Samuel Cahyawijaya, Can Udomcharoenchaikit, Potsawee Manakul, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
2025 J jnl
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities.
CoRR
Woongyeong Yeo, Kangsan Kim, Soyeong Jeong, Jinheon Baek, Sung Ju Hwang
2025 — conf
VideoRAG: Retrieval-Augmented Generation over Video Corpus.
ACL (Findings)
Soyeong Jeong, Kangsan Kim, Jinheon Baek, Sung Ju Hwang
2025 J jnl
VideoRAG: Retrieval-Augmented Generation over Video Corpus.
CoRR
Soyeong Jeong, Kangsan Kim, Jinheon Baek, Sung Ju Hwang
2024 — conf
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.
NAACL-HLT
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong Park
2024 J jnl
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.
CoRR
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
2024 A* conf
An Empirical Study of Multilingual Reasoning Distillation for Question Answering.
EMNLP
Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Jinheon Baek, Potsawee Manakul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
2024 A* conf
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark.
NeurIPS
David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo, Santiago Góngora, Aishik Mandal, Sukannya Purkayastha, Jesús-Germán Ortiz-Barajas, Emilio Villa-Cueva, Jinheon Baek, Soyeong Jeong, Injy Hamed, Zheng Xin Yong, Zheng Wei Lim, Paula Mónica Silva, Jocelyn Dunstan, Mélanie Jouitteau, David Le Meur, Joan Nwatu, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Munkhjargal Gochoo, Guido Ivetta, Luciana Benotti, Laura Alonso Alemany, Hernán Maina, Jiahui Geng, Tiago Timponi Torrent, Frederico Belcavello, Marcelo Viridiano, Jan Christian Blaise Cruz, Dan John Velasco, Oana Ignat, Zara Burzo, Chenxi Whitehouse, Artem Abzaliev, Teresa Clifford, Grainne Caulfield, Teresa Lynn, Christian Salamea Palacios, Vladimir Araujo, Yova Kementchedjhieva, Mihail Mihaylov, Israel Abebe Azime, Henok Biadglign Ademtew, Bontu Fufa Balcha, Naome A. Etori, David Ifeoluwa Adelani, Rada Mihalcea, Atnafu Lambebo Tonja, Maria Camila Buitrago Cabrera, Gisela Vallejo, Holy Lovenia, Ruochen Zhang, Marcos Estecha-Garitagoitia, Mario Rodríguez-Cantelar, Toqeer Ehsan, Rendi Chevi, Muhammad Farid Adilazuarda, Ryandito Diandaru, Samuel Cahyawijaya, Fajri Koto, Tatsuki Kuribayashi, Haiyue Song, Aditya Khandavally, Thanmay Jayakumar, Raj Dabre, Mohamed Fazli Mohamed Imam, Kumaranage Ravindu Yasas Nagasinghe, Alina Dragonetti, Luis Fernando D'Haro, Olivier Niyomugisha, Jay Gala, Pranjal A. Chitale, Fauzan Farooqui, Thamar Solorio, Alham Fikri Aji
2024 J jnl
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark.
CoRR
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
2024 J jnl
Database-Augmented Query Representation for Information Retrieval.
CoRR
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
2024 J jnl
Efficient Long Context Language Model Retrieval with Compression.
CoRR
Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang
2024 A* conf
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion.
WWW
Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen Herring, Sujay Kumar Jauhar
2024 J jnl
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.
CoRR
Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang
2024 — conf
Rethinking Code Refinement: Learning to Judge Code Efficiency.
EMNLP (Findings)
Minju Seo, Jinheon Baek, Sung Ju Hwang
2024 J jnl
Rethinking Code Refinement: Learning to Judge Code Efficiency.
CoRR
Minju Seo, Jinheon Baek, Sung Ju Hwang
2024 J jnl
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks.
CoRR
Minju Seo, Jinheon Baek, James Thorne, Sung Ju Hwang
2024 J jnl
Revisiting In-Context Learning with Long Context Language Models.
CoRR
Jinheon Baek, Sun Jae Lee, Prakhar Gupta, Geunseob Oh, Siddharth Dalmia, Prateek Kolhar
2024 J jnl
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models.
CoRR
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
2024 J jnl
Unified Multi-Modal Interleaved Document Representation for Information Retrieval.
CoRR
Jaewoo Lee, Joonho Ko, Jinheon Baek, Soyeong Jeong, Sung Ju Hwang
2023 — conf
Direct Fact Retrieval from Knowledge Graphs without Entity Linking.
ACL (1)
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang
2023 J jnl
Direct Fact Retrieval from Knowledge Graphs without Entity Linking.
CoRR
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang
2023 J jnl
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation.
CoRR
Minki Kang, Jin Myung Kwak, Jinheon Baek, Sung Ju Hwang
2023 J jnl
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering.
CoRR
Jinheon Baek, Alham Fikri Aji, Amir Saffari
2023 A* conf
Knowledge-Augmented Language Model Verification.
EMNLP
Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang
2023 J jnl
Knowledge-Augmented Language Model Verification.
CoRR
Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang
2023 J jnl
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion.
CoRR
Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen Herring, Sujay Kumar Jauhar
2023 A* conf
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks.
NeurIPS
Minki Kang, Seanie Lee, Jinheon Baek, Kenji Kawaguchi, Sung Ju Hwang
2023 J jnl
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks.
CoRR
Minki Kang, Seanie Lee, Jinheon Baek, Kenji Kawaguchi, Sung Ju Hwang
2023 A* conf
Personalized Subgraph Federated Learning.
ICML
Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang
2023 — conf
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning.
ACL (Findings)
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park
2023 J jnl
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning.
CoRR
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong C. Park
2023 A conf
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement.
EACL
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park
2023 J jnl
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement.
CoRR
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong C. Park
2023 — conf
Test-Time Self-Adaptive Small Language Models for Question Answering.
EMNLP (Findings)
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong Park
2023 J jnl
Test-Time Self-Adaptive Small Language Models for Question Answering.
CoRR
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
2022 — conf
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation.
ACL (2)
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
2022 J jnl
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation.
CoRR
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park
2022 A* conf
Graph Self-supervised Learning with Accurate Discrepancy Learning.
NeurIPS
Dongki Kim, Jinheon Baek, Sung Ju Hwang
2022 J jnl
Graph Self-supervised Learning with Accurate Discrepancy Learning.
CoRR
Dongki Kim, Jinheon Baek, Sung Ju Hwang
2022 — conf
KALA: Knowledge-Augmented Language Model Adaptation.
NAACL-HLT
Minki Kang, Jinheon Baek, Sung Ju Hwang
2022 J jnl
KALA: Knowledge-Augmented Language Model Adaptation.
CoRR
Minki Kang, Jinheon Baek, Sung Ju Hwang
2022 — conf
Object Detection in Aerial Images with Uncertainty-Aware Graph Network.
ECCV Workshops (4)
Jongha Kim, Jinheon Baek, Sung Ju Hwang
2022 J jnl
Object Detection in Aerial Images with Uncertainty-Aware Graph Network.
CoRR
Jongha Kim, Jinheon Baek, Sung Ju Hwang
2022 J jnl
Personalized Subgraph Federated Learning.
CoRR
Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang
2021 A* conf
Accurate Learning of Graph Representations with Graph Multiset Pooling.
ICLR
Jinheon Baek, Minki Kang, Sung Ju Hwang
2021 J jnl
Accurate Learning of Graph Representations with Graph Multiset Pooling.
CoRR
Jinheon Baek, Minki Kang, Sung Ju Hwang
2021 A* conf
Edge Representation Learning with Hypergraphs.
NeurIPS
Jaehyeong Jo, Jinheon Baek, Seul Lee, Dongki Kim, Minki Kang, Sung Ju Hwang
2021 J jnl
Edge Representation Learning with Hypergraphs.
CoRR
Jaehyeong Jo, Jinheon Baek, Seul Lee, Dongki Kim, Minki Kang, Sung Ju Hwang
2021 J jnl
Exploring the spatial reasoning ability of neural models in human IQ tests.
Neural Networks
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang
2021 J jnl
Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning.
CoRR
Wonyong Jeong, Hayeon Lee, Gun Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang
2021 A* conf
Task-Adaptive Neural Network Search with Meta-Contrastive Learning.
NeurIPS
Wonyong Jeong, Hayeon Lee, Geon Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang
2021 J jnl
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation.
CoRR
Soyeong Jeong, Jinheon Baek, ChaeHun Park, Jong C. Park
2020 J jnl
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests.
CoRR
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang
2020 A* conf
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction.
NeurIPS
Jinheon Baek, Dong Bok Lee, Sung Ju Hwang
2020 J jnl
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction.
CoRR
Jinheon Baek, Dong Bok Lee, Sung Ju Hwang