Perturbation and Truncation of Probability Generating Function Methods for Stiff Chemical Reactions. - Soyeong Jeong; Pilwon Kim; Chang Hyeong Lee (J. Appl. Math., 2015)

A Hybrid Similarity Measure Based on Binary and Decimal Data for Data Mining. - Soyeong Jeong (ICCAI, 2019)

A Population-Based Optimization Method Using Newton Fractal. - Soyeong Jeong; Pilwon Kim (Complex., 2019)

Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation. - Soyeong Jeong; Jinheon Baek; ChaeHun Park; Jong C. Park (CoRR, 2021)

Query Generation with External Knowledge for Dense Retrieval. - Sukmin Cho; Soyeong Jeong; Wonsuk Yang; Jong C. Park (DeeLIO@ACL, 2022)

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation. - Soyeong Jeong; Jinheon Baek; Sukmin Cho; Sung Ju Hwang; Jong C. Park (ACL (2), 2022)

Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker. - Sukmin Cho; Soyeong Jeong; Jeongyeon Seo; Jong C. Park (ACL (Findings), 2023)

Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning. - Soyeong Jeong; Jinheon Baek; Sung Ju Hwang; Jong Park (ACL (Findings), 2023)

Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement. - Soyeong Jeong; Jinheon Baek; Sung Ju Hwang; Jong Park (EACL, 2023)

Knowledge-Augmented Language Model Verification. - Jinheon Baek; Soyeong Jeong; Minki Kang; Jong C. Park; Sung Ju Hwang (EMNLP, 2023)

Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering. - Sukmin Cho; Jeongyeon Seo; Soyeong Jeong; Jong C. Park (EMNLP (Findings), 2023)

Test-Time Self-Adaptive Small Language Models for Question Answering. - Soyeong Jeong; Jinheon Baek; Sukmin Cho; Sung Ju Hwang; Jong Park (EMNLP (Findings), 2023)

Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement. - Soyeong Jeong; Jinheon Baek; Sung Ju Hwang; Jong C. Park (CoRR, 2023)

Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning. - Soyeong Jeong; Jinheon Baek; Sung Ju Hwang; Jong C. Park (CoRR, 2023)

Test-Time Self-Adaptive Small Language Models for Question Answering. - Soyeong Jeong; Jinheon Baek; Sukmin Cho; Sung Ju Hwang; Jong C. Park (CoRR, 2023)

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models. - Jisu Shin 001; Hoyun Song; Huije Lee; Soyeong Jeong; Jong Park (ACL (Findings), 2024)

Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations. - Sukmin Cho; Soyeong Jeong; Jeongyeon Seo; Taeho Hwang; Jong Park (EMNLP (Findings), 2024)

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity. - Soyeong Jeong; Jinheon Baek; Sukmin Cho; Sung Ju Hwang; Jong Park (NAACL-HLT, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - 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; et al. (NeurIPS, 2024)

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity. - Soyeong Jeong; Jinheon Baek; Sukmin Cho; Sung Ju Hwang; Jong C. Park (CoRR, 2024)

Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations. - Sukmin Cho; Soyeong Jeong; Jeongyeon Seo; Taeho Hwang; Jong C. Park (CoRR, 2024)

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models. - Jisu Shin 001; Hoyun Song; Huije Lee; Soyeong Jeong; Jong C. Park (CoRR, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - 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; et al. (CoRR, 2024)

Self-Knowledge Distillation for Learning Ambiguity. - Hancheol Park; Soyeong Jeong; Sukmin Cho; Jong C. Park (CoRR, 2024)

Database-Augmented Query Representation for Information Retrieval. - Soyeong Jeong; Jinheon Baek; Sukmin Cho; Sung Ju Hwang; Jong C. Park (CoRR, 2024)

DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation. - Taeho Hwang; Soyeong Jeong; Sukmin Cho; Seungyoon Han; Jong C. Park (CoRR, 2024)

Unified Multi-Modal Interleaved Document Representation for Information Retrieval. - Jaewoo Lee; Joonho Ko; Jinheon Baek; Soyeong Jeong; Sung Ju Hwang (CoRR, 2024)

Target Tracking Systems on a Sphere With Topographic Information. - Sun-Ho Choi; Soyeong Jeong; Dohyun Kwon 002; Hyowon Seo (IEEE Trans. Cybern., 2024)

EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation. - Taeho Hwang; Sukmin Cho; Soyeong Jeong; Hoyun Song; SeungYoon Han; Jong C. Park (ACL (Findings), 2025)

VideoRAG: Retrieval-Augmented Generation over Video Corpus. - Soyeong Jeong; Kangsan Kim; Jinheon Baek; Sung Ju Hwang (ACL (Findings), 2025)

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding. - Sukmin Cho; Sangjin Choi; Taeho Hwang; Jeongyeon Seo; Soyeong Jeong; Huije Lee; Hoyun Song; Jong C. Park; Youngjin Kwon (NAACL (Findings), 2025)

The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems. - Chanwoo Choi; Jinsoo Kim; Sukmin Cho; Soyeong Jeong; Buru Chang (CoRR, 2025)

UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities. - Woongyeong Yeo; Kangsan Kim; Soyeong Jeong; Jinheon Baek; Sung Ju Hwang (CoRR, 2025)

CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation. - 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; et al. (CoRR, 2025)

Temporal Information Retrieval via Time-Specifier Model Merging. - SeungYoon Han; Taeho Hwang; Sukmin Cho; Soyeong Jeong; Hoyun Song; Huije Lee; Jong C. Park (CoRR, 2025)

PRISM: Fine-Grained Paper-to-Paper Retrieval with Multi-Aspect-Aware Query Optimization. - Sangwoo Park; Jinheon Baek; Soyeong Jeong; Sung Ju Hwang (CoRR, 2025)