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Haeju Park

2 accepted papers

2026

Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning

ICLR 2026poster

Large reasoning models (LRMs) combined with retrieval-augmented generation (RAG) have enabled deep research agents capable of multi-step reasoning with external knowledge retrieval. However, previous methods that extend reasoning with single-query search steps struggle to scale to complex tasks dema…

Cited by 0SourceScholar
2025

Shifting from Ranking to Set Selection for Retrieval Augmented Generation

ACL 2025long

Retrieval in Retrieval-Augmented Generation (RAG) must ensure that retrieved passages are not only individually relevant but also collectively form a comprehensive set.Existing approaches primarily rerank top-k passages based on their individual relevance, often failing to meet the information needs…