| --- |
| 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](https://arxiv.org/abs/2608.10928) |
| 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](https://github.com/itsvaibhav01/ThinkRetrieve/tree/7e245c10b05a5b1c83f283a659cd210a0e19c8fb/thinkretrieve/benchmarks/science_agent). |
|
|
| - [Paper and citation](https://itsvaibhav01.github.io/ThinkRetrieve/paper/) |
| - [Project and code](https://github.com/itsvaibhav01/ThinkRetrieve) |
| - [Experiment design and limitations](https://github.com/itsvaibhav01/ThinkRetrieve/blob/7e245c10b05a5b1c83f283a659cd210a0e19c8fb/thinkretrieve/benchmarks/science_agent/README.md) |
|
|
| 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. |
|
|
