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Soyeong Jeong

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Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations

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Apr 22, 2024
Sukmin Cho, Soyeong Jeong, Jeongyeon Seo, Taeho Hwang, Jong C. Park

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Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

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Mar 28, 2024
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park

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Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering

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Nov 02, 2023
Sukmin Cho, Jeongyeon Seo, Soyeong Jeong, Jong C. Park

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Test-Time Self-Adaptive Small Language Models for Question Answering

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Oct 20, 2023
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park

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Knowledge-Augmented Language Model Verification

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Oct 19, 2023
Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang

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Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning

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Jun 07, 2023
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong C. Park

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Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker

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May 23, 2023
Sukmin Cho, Soyeong Jeong, Jeongyeon Seo, Jong C. Park

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Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement

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Feb 10, 2023
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong C. Park

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Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation

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Mar 16, 2022
Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park

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Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation

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May 03, 2021
Soyeong Jeong, Jinheon Baek, ChaeHun Park, Jong C. Park

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