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researcher

Nadiya Shvai

11 papers hereh-index 7178 citations46 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author8

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.RO3
  • cs.CV2
  • cs.LG2
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedMulti-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata

18 citations · 23 across the 11 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.CL2026

Probe, Don't Prompt: A Hidden-State Probe for Metadata Filtering in Multi-Meta-RAG

Mykhailo Poliakov, Nadiya Shvai

Multi-Meta-RAG improves retrieval for multi-hop question answering by filtering a vector store on metadata, specifically the news source and the publication date, which it extracts…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.