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ScholarCatalyst: A benchmark for retrieving papers that inspire new research
Paper | Project Page | Code
ScholarCatalyst evaluates whether AI systems can identify prior papers whose ideas could meaningfully advance an early-stage research project. Unlike conventional scientific retrieval benchmarks, ScholarCatalyst focuses on literature inspiration retrieval: identifying papers that may not be topically similar to a query, but offer the insight needed to formulate or advance a new research direction. It covers 207 computer science research projects, with 184 lead authors validating 894 research questions against a temporally filtered corpus of 191K papers.
Dataset
ScholarCatalyst/ScholarCatalyst: benchmark instances and annotations
Benchmark Contributors
Adir Dayan, Ajay Sridhar, Alberta Longhini, Alberto Rota, Alexandru Oarga, Ali Hatamizadeh, Alireza Mousavi-Hosseini, Angana Borah, Anjiang Wei, Atharva Kulkarni, Bhuvan Sachdeva, Bo Liu, Bryan Sangwoo Kim, Burouj Armgaan, Camila Blank, Caroline Choi, Changho Shin, Changyeon Kim, Chaofan Lin, Chengyang He, Chuhan Li, David Anugraha, Dayoon Ko, Dilara Soylu, Dongjin Kang, Dongyang Fan, Ekaterina Kochetkova, Eunkyu Park, Fan Nie, Fanhu Zeng, Fatemeh Pesaran Zadeh, Francesco De Santis, Gaotang Li, Giung Nam, Guancheng Zhou, Guangnian Wan, Guijin Son, Gul Sena Altıntas, Gyuhyeon Seo, Han Luo, Hanane Moussa, Hangoo Kang, Haochen Tian, Haoyu Zhang, Haozhe Chen, Haozhe Wang, Himanshu Gupta, Ho Sy Tuyen, Hoang Pham, Houjun Liu, Hwan Chang, Hyeong Kyu Choi, Hyunji Lee, Hyunjun Lee, Ifdita Hasan Orney, Ilia Sucholutsky, Insu Lee, Itay Itzhak, Jaewoo Ahn, Jarek Liesen, Jason S Lucas, Jen-Yen Chang, Jiaju Ma, Jiaqi Liu, Jiayin Zhu, Jingzhe Shi, Jinheon Baek, Jinkun Hao, Jinwoo Lim, Jiwoo Chung, Johannes Kirmayr, Johnny Tian-Zheng Wei, Jongseo Lee, Joonghyuk Shin, Jubayer Ibn Hamid, Junchi Yu, Jungwoo Kim, Junyoung Lim, Kallol Saha, Kevin Qinghong Lin, Kodai Kawamura, Korneel Van den Berghe, Kunwoong Kim, Letian Fu, Linus Kreitner, Lucy Xiaoyang Shi, Lynnette Hui Xian Ng, Madhav Kanda, Mahyar Ghazanfari, Marcel Torne, Marco Bertolini, Marco Fumero, Maria Parelli, Marie Brockschmidt, Markus Gross, Mert Cemri, Michael Rizvi-Martel, Ming Hu, Mingtong Zhang, Mingyu Kim, Minki Kang, Minkyu Kim, Minseo Kim, Na Min An, Nathaniel L. Diamant, Niels Mündler, Nilesh Jain, Nilesh Prasad Pandey, Omin Kwon, Peng Xia, Pengcheng Wang, Pratik Sachdeva, Qingyang Zhang, Qizheng Zhang, Rahul Sharma, Raj Ghugare, Richard Cornelius Suwandi, Rohit Jena, Rosen Ting-Ying Yu, Roshen Sanjay Nair, Roussel Desmond Nzoyem, Rulin Shao, Runhan Huang, Sanghyun Jo, Seohong Park, Seokwon Song, Seonghyeon Ye, Seungone Kim, Shayan Talaei, Shihao Wang, Shiyin Jiang, Sijia Liu, Sijie Zhao, Siqi Zhu, Taehoon Yoon, Tanvir Ahmed Sijan, Tianhe Wu, Tongtian Zhu, Truong Buu Phan, Valentin Hofmann, Valeria Ruscio, Vasily Ilin, Wei Chen, Weiheng Liu, Wenbin Ouyang, Wenjie Zhu, Woomin Song, Woongyeong Yeo, Xiang Li, Xiaotian Liu, Xuan Luo, Xuanming Zhang, Xuying Ning, Yancheng Zhang, Yang Li, Yangcen Liu, Yanggan Gu, Yangtian Zhang, Yanjiang Guo, Yaozhong Shi, Yasaman Haghighi, Yichao Cai, Yifan Zhang, Yoonho Lee, Yoonkyo Jung, Yoonsang Lee, Yuante Li, Yuejiang Liu, Yujia Zheng, Yumin Choi, Yusuf Dalva, Zeyuan Chen, Zhaoyang Liu, Zheng Huang, Zhenhao Chen, Zhongxing Xu, Zijian Feng, Zixuan Hu