Citation Analysis

How Well Do LLMs Predict Human Behavior? \\ A Measure of their Pretrained Knowledge
Wayne Gao, Sukjin Han, Annie Liang
https://arxiv.org/abs/2601.12343
49
Citation mentions
30
Cited references
11
Sections
5,300
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 Lei, J. 2025 14 3 23.5 0.286 1.000 100%
2 Horton, J. J. 2023 2 2 1.5 0.041 0.644 100%
3 Ludwig, J., S. Mullainathan, and A. Rambachan 2025 2 2 2.5 0.041 0.644 100%
4 Fava, B. 2025 3 1 1.5 0.061 0.585 100%
5 Fudenberg, D., J. Kleinberg, A. Liang, and S. Mull... (self) 2022 2 1 1.0 0.041 0.511 100%
6 Wang, Y., T. Fu, Y. Xu, Z. Ma, H. Xu, B. Du, Y. Lu... (self) 2024 2 1 4.0 0.041 0.511 100%
7 Anthis, J. R., R. Liu, S. M. Richardson, A. C. Koz... 2025 1 1 1.0 0.020 0.406 100%
8 Hewitt, L., A. Ashokkumar, I. Ghezae, and R. Wille... 1 1 1.0 0.020 0.406 100%
9 Faria-e Castro, M. and F. Leibovici 2024 1 1 1.0 0.020 0.406 100%
10 Chan-Lau, J. A., T. L. Quach, and A. R. Shi 2025 1 1 1.0 0.020 0.406 100%
11 Argyle, L. P., E. C. Busby, N. Fulda, J. R. Gubler... 2023 1 1 0.5 0.020 0.406 100%
12 Jansen, B. J., S.-g. Jung, and J. Salminen 2023 1 1 0.5 0.020 0.406 100%
13 Sun, S., E. Lee, D. Nan, X. Zhao, W. Lee, B. J. Ja... 2024 1 1 0.5 0.020 0.406 100%
14 Aher, G. V., R. I. Arriaga, and A. T. Kalai 2023 1 1 0.5 0.020 0.406 100%
15 ---\hspace-.1pt---\hspace-.1pt--- 1 1 0.5 0.020 0.406 100%
16 Park, J. S., C. Q. Zou, A. Shaw, B. M. Hill, C. Ca... (self) 2024 1 1 0.5 0.020 0.406 100%
17 Bohren, J. A., P. Hull, and A. Imas 2025 1 1 0.5 0.020 0.406 100%
18 Manning, B. S., K. Zhu, and J. J. Horton 2024 1 1 0.5 0.020 0.406 100%
19 Gao, Y., D. Lee, G. Burtch, and S. Fazelpour (self) 2025 1 1 0.5 0.020 0.406 100%
20 Huang, C., Y. Wu, and K. Wang 2025 1 1 0.5 0.020 0.406 100%
21 Erev, I., A. E. Roth, R. L. Slonim, and G. Barron 2007 1 1 0.5 0.020 0.406 100%
22 Fudenberg, D., W. Gao, and A. Liang (self) 2026 1 1 0.5 0.020 0.406 100%
23 Andrews, I., D. Fudenberg, L. Lei, A. Liang, and C... (self) 2025 1 1 0.5 0.020 0.406 100%
24 Austern, M. and W. Zhou 2020 1 1 0.5 0.020 0.406 100%
25 Bates, S., T. Hastie, and R. Tibshirani 2024 1 1 0.5 0.020 0.406 100%
26 Holm, S. 1979 1 1 2.0 0.020 0.406 100%
27 Kiciman, E., R. Ness, A. Sharma, and C. Tan 2023 1 1 2.0 0.020 0.406 100%
28 Han, S. (self) 2025 1 1 2.0 0.020 0.406 100%
29 Liu, X., P. Xu, J. Wu, J. Yuan, Y. Yang, Y. Zhou, ... 2025 1 1 2.0 0.020 0.406 100%
30 Rosenthal, H. P. 1970 1 1 2.0 0.020 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.