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Jinheon Baek

Papers
17

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17papers

Authored papers

17

On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists

arXiv 2026

2026

It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs

arXiv 2026

2026

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

arXiv 2025

2025

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

arXiv 2025

2025

VideoRAG: Retrieval-Augmented Generation over Video Corpus

arXiv 2025

2025

UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities

arXiv 2025

2025

System Prompt Optimization with Meta-Learning

arXiv 2025

2025

Rethinking Reward Models for Multi-Domain Test-Time Scaling

arXiv 2025

2025

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

arXiv 2024

2024

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

arXiv 2023

2023

Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks

knowledge-augmented-reasoning-distillation

2023

Knowledge-Augmented Language Model Verification

arXiv 2023

2023

Personalized Subgraph Federated Learning

arXiv 2022

2022

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation

ACL 2022 5

2022

Graph Self-supervised Learning with Accurate Discrepancy Learning

arXiv 2022

2022

Edge Representation Learning with Hypergraphs

NeurIPS 2021 12

2021

Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation

NAACL (sdp) 2021 6

2021

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