Jinheon Baek
- Papers
- 17
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Authored papers
17On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists
arXiv 2026
It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
arXiv 2026
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
arXiv 2025
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities
arXiv 2025
System Prompt Optimization with Meta-Learning
arXiv 2025
Rethinking Reward Models for Multi-Domain Test-Time Scaling
arXiv 2025
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs
arXiv 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus
arXiv 2025
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
arXiv 2024
Knowledge-Augmented Language Model Verification
arXiv 2023
Test-Time Self-Adaptive Small Language Models for Question Answering
arXiv 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
knowledge-augmented-reasoning-distillation
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
ACL 2022 5
Graph Self-supervised Learning with Accurate Discrepancy Learning
arXiv 2022
Personalized Subgraph Federated Learning
arXiv 2022
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation
NAACL (sdp) 2021 6
Edge Representation Learning with Hypergraphs
NeurIPS 2021 12
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