Soyeong Jeong
23 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Natural Language Processing
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information retrieval
(8)
retrieval-augmented generation
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large language model
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open-domain question answering
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dense retrieval
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question answering
(3)
multimodal learning
(2)
text generation
(2)
conversational question answering
(2)
vision-language model
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document retrieval
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language model
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pre-trained language model
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passage retrieval
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constrained generation
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visual question answering
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contrastive learning
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extractive summarization
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model merging
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ensemble learning
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Papers
Unified Multimodal Interleaved Document Representation for Retrieval
EACL 2026
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities
ACL 2026
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation
EMNLP 2025
Database-Augmented Query Representation for Information Retrieval
EMNLP 2025
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation
ACL 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
NAACL 2025
Temporal Information Retrieval via Time-Specifier Model Merging
ACL 2025
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems
EMNLP 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus
ACL 2025
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
NAACL 2024
Ask LLMs Directly, “What shapes your bias?”: Measuring Social Bias in Large Language Models
ACL 2024
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NeurIPS 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
ACL 2024
Typos that Broke the RAG’s Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations
EMNLP 2024
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker
ACL 2023
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering
EMNLP 2023
Knowledge-Augmented Language Model Verification
EMNLP 2023
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning
ACL 2023
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement
EACL 2023
Test-Time Self-Adaptive Small Language Models for Question Answering
EMNLP 2023
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
ACL 2022
Query Generation with External Knowledge for Dense Retrieval
ACL 2022
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation
NAACL 2021