Citation Analysis

Leveraging LLMs to Improve Experimental Design: \\ A Generative Stratification Approach
George Gui, Seungwoo Kim
https://arxiv.org/abs/2509.25709
56
Citation mentions
33
Cited references
7
Sections
4,026
Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

# Reference Year Mentions Breadth Sec. Wtd Share Composite Main %
1 Bai, Y 2022 10 8 17.5 0.179 1.000 100%
2 Athey, S. and Imbens, G. W 2017 4 3 4.5 0.071 0.928 100%
3 Greevy, R., Lu, B., Silber, J. H., and Rosenbaum, ... 2004 4 4 5.5 0.071 0.928 100%
4 de Mel, S., McKenzie, D., and Woodruff, C 2019 3 3 6.0 0.054 0.843 100%
5 Barrera-Osorio, F., Linden, L. L., and Saavedra, J... 2019 3 2 6.0 0.054 0.737 100%
6 Bruhn, M. and McKenzie, D 2009 2 2 1.5 0.036 0.644 100%
7 Morgan, K. L. and Rubin, D. B 2012 2 2 1.5 0.036 0.644 100%
8 Abel, M., Burger, R., and Piraino, P 2020 2 2 4.0 0.036 0.644 100%
9 Gerber, A., Hoffman, M., Morgan, J., and Raymond, ... 2020 2 2 4.0 0.036 0.644 100%
10 Duflo, E., Glennerster, R., and Kremer, M 2007 1 1 1.0 0.018 0.406 100%
11 Lewis, R. A. and Rao, J. M 2015 1 1 1.0 0.018 0.406 100%
12 Fisher, R. A 1926 1 1 1.0 0.018 0.406 100%
13 Aher, G. V., Arriaga, R. I., and Kalai, A. T 2023 1 1 0.5 0.018 0.406 100%
14 Argyle, L. P., Busby, E. C., Fulda, N., Gubler, J.... 2023 1 1 0.5 0.018 0.406 100%
15 Dillion, D., Tandon, N., Gu, Y., and Gray, K 2023 1 1 0.5 0.018 0.406 100%
16 Horton, J. J 2023 1 1 0.5 0.018 0.406 100%
17 Brand, J., Israeli, A., and Ngwe, D 2023 1 1 0.5 0.018 0.406 100%
18 Park, J. S., O'Brien, J. C., Cai, C. J., Morris, M... 2023 1 1 0.5 0.018 0.406 100%
19 Arora, N., Chakraborty, I., and Nishimura, Y 2024 1 1 0.5 0.018 0.406 100%
20 Goli, A. and Singh, A 2024 1 1 0.5 0.018 0.406 100%
21 Hewitt, L., Ashokkumar, A., Ghezae, I., and Willer... 2024 1 1 0.5 0.018 0.406 100%
22 Qin, X., Huang, M., and Ding, J 2024 1 1 0.5 0.018 0.406 100%
23 Binz, M., Akata, E., Bethge, M., Brandle, F., Call... 2025 1 1 0.5 0.018 0.406 100%
24 Toubia, O., Gui, G. Z., Peng, T., Merlau, D. J., L... (self) 2025 1 1 0.5 0.018 0.406 100%
25 Goli, A. and Singh, A 2023 1 1 0.5 0.018 0.406 100%
26 Santurkar, S., Durmus, E., Ladhak, F., Lee, C., Li... 2023 1 1 0.5 0.018 0.406 100%
27 Gui, G. and Toubia, O (self) 2023 1 1 0.5 0.018 0.406 100%
28 Motoki, F., Pinho Neto, V., and Rodrigues, V 2024 1 1 0.5 0.018 0.406 100%
29 Brucks, M. and Toubia, O 2025 1 1 0.5 0.018 0.406 100%
30 Mohammadi, B 2024 1 1 0.5 0.018 0.406 100%
31 Gao, Y., Lee, D., Burtch, G., and Fazelpour, S 2025 1 1 0.5 0.018 0.406 100%
32 Wang, M., Zhang, D. J., and Zhang, H 2024 1 1 0.5 0.018 0.406 100%
33 Ye, Z., Yoganarasimhan, H., and Zheng, Y 2025 1 1 0.5 0.018 0.406 100%
Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.