Negar Arabzadeh
4 papers · Latest:
Information Retrieval
RAG over Thinking Traces Can Improve Reasoning Tasks
This paper shows that using "thinking traces" as a retrieval corpus significantly enhances RAG performance on complex reasoning tasks like math and code.
2605.03344
Information RetrievalA Reproducibility Study of LLM-Based Query Reformulation
This study systematically investigates the reproducibility of LLM-based query reformulation, revealing gains depend on retrieval paradigm.
2604.27421
Information RetrievalCan QPP Choose the Right Query Variant? Evaluating Query Variant Selection for RAG Pipelines
This paper evaluates Query Performance Prediction (QPP) for selecting optimal query variants in RAG pipelines, revealing a "utility gap" between retrieval and generation.
2604.22661
Natural Language ProcessingPeerispect: Claim Verification in Scientific Peer Reviews
Peerispect is an interactive system that automates claim verification in scientific peer reviews using NLP to extract, retrieve, and verify claims.
2604.17667
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