title: ThinkRetrieve Research Explorer
emoji: 🔎
colorFrom: blue
colorTo: indigo
sdk: static
app_file: index.html
pinned: false
tags:
- arxiv:2608.10928
- reasoning
- retrieval-augmented-generation
- test-time-scaling
ThinkRetrieve Research Explorer
Accepted to Findings of EMNLP 2026.
ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling retrieves worked solutions inside an ongoing reasoning trace.
This interactive viewer shows recorded outputs, not live model inference. Compare prompt retrieval, plain reasoning, extra thinking, and intermediate-state retrieval across every case in the repository's small science-agent demonstration.
The six synthetic incidents and private tool routes were selected after exploratory screening. They are not a held-out evaluation, a general agent accuracy estimate, or a biological safety benchmark. This demonstration is separate from the paper's math/science benchmark evaluation. A failing case is shown first.
Data source: repository revision 7e245c1.
Vaibhav Singh, Soumya Suvra Ghosal, Sarvesh Gharat, Soumyabrata Pal, Ramasuri Narayanam, and Dinesh Manocha. ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling. 2026. DOI: 10.48550/arXiv.2608.10928.
Acceptance status is author-confirmed. The linked arXiv version remains the available bibliographic record until the official proceedings record is available.