Conference paper · 2025
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers
| Venue | Conference on Language Modeling (COLM) |
|---|---|
| URL | https://arxiv.org/abs/2504.00255 |
| Topics | ReplicHAI / Agentic reproduction: systems & benchmarks |
| Tags | replichai |
| citationKey | xiang2025scireplicate |
| extra | arXiv: 2504.00255 Note: PDF running header claims COLM 2025; not confirmed in DBLP or Semantic Scholar | COLM 2025 per the PDF running header |
| libraryCatalog | background/agentic-systems/refs.bib |
BibTeX
@inproceedings{xiang2025scireplicate,
title = {{SciReplicate}-{Bench}: {Benchmarking} {LLMs} in {Agent}-driven {Algorithmic} {Reproduction} from {Research} {Papers}},
url = {https://arxiv.org/abs/2504.00255},
booktitle = {Conference on {Language} {Modeling} ({COLM})},
author = {Xiang, Yanzheng and Yan, Hanqi and Ouyang, Shuyin and Gui, Lin and He, Yulan},
year = {2025},
note = {arXiv: 2504.00255
Note: PDF running header claims COLM 2025; not confirmed in DBLP or Semantic Scholar {\textbar} COLM 2025 per the PDF running header},
keywords = {replichai},
}