Citation Analysis

Decoding Consumer Preferences Using Attention-Based Language Models %%%% Cite as %%%% Update your official citation here when published %
Joshua Foster, Fredrik Odegaard
https://arxiv.org/abs/2507.17564
74
Citation mentions
67
Cited references
13
Sections
9,353
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 Zehan Li and Xin Zhang and Yanzhao Zhang and Dingk... 2023 3 3 6.0 0.041 0.843 100%
2 Mikolov, Toma 2013 2 2 3.0 0.027 0.644 100%
3 Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton ... 2018 2 2 3.0 0.027 0.644 100%
4 Templeton, Adly 2024 2 2 2.5 0.027 0.644 100%
5 Wei, Jason and Bosma, Maarten and Zhao, Vincent Y ... 2021 2 2 2.5 0.027 0.644 100%
6 Rosen, Sherwin 1974 2 2 1.5 0.027 0.511 50%
7 Ludwig, Jens and Mullainathan, Sendhil 2024 1 1 1.0 0.014 0.406 100%
8 Cropper, Maureen L and Deck, Leland B and McConnel... 1988 1 1 1.0 0.014 0.406 100%
9 Athey, Susan 2018 1 1 1.0 0.014 0.406 100%
10 Mehta, Sameer and Dawande, Milind and Janakiraman,... 2021 1 1 1.0 0.014 0.406 100%
11 Van Giffen, Benjamin and Herhausen, Dennis and Fah... 2022 1 1 1.0 0.014 0.406 100%
12 Abbasi, Ahmed and Parsons, Jeffrey and Pant, Gauta... 2024 1 1 1.0 0.014 0.406 100%
13 Sarker, Suprateek and Bala, Hillol and Hong, Yili ... 2025 1 1 1.0 0.014 0.406 100%
14 Vaswani, Ashish and Shazeer, Noam and Parmar, Niki... 2017 1 1 0.5 0.014 0.406 100%
15 Radford, Alec and Wu, Jeffrey and Child, Rewon and... 2019 1 1 0.5 0.014 0.406 100%
16 Jumper, John and Evans, Richard and Pritzel, Alexa... 2021 1 1 0.5 0.014 0.406 100%
17 Chen, Jieneng and Lu, Yongyi and Yu, Qihang and Lu... 2021 1 1 0.5 0.014 0.406 100%
18 Chen, Zenan and Chan, Jason 2024 1 1 0.5 0.014 0.406 100%
19 Lin, Fangyu and Samtani, Sagar and Zhu, Hongyi and... 2024 1 1 0.5 0.014 0.406 100%
20 Zhou, Yaxian and Yuan, Yufei and Huang, Kai and Hu... 2024 1 1 0.5 0.014 0.406 100%
21 Wang, Wen and Zhou, Mi and Li, Beibei and Zhuang, ... 2025 1 1 0.5 0.014 0.406 100%
22 Gentzkow, Matthew and Kelly, Bryan and Taddy, Matt 2019 1 1 0.5 0.014 0.406 100%
23 Berger, Jonah and Humphreys, Ashlee and Ludwig, St... 2020 1 1 0.5 0.014 0.406 100%
24 Ash, Elliott and Hansen, Stephen 2023 1 1 0.5 0.014 0.406 100%
25 de Kok, Ties 2025 1 1 0.5 0.014 0.406 100%
26 Puranam, Dinesh and Kadiyali, Vrinda and Narayan, ... 2021 1 1 0.5 0.014 0.406 100%
27 Yang, Kai and Lau, Raymond YK and Abbasi, Ahmed 2023 1 1 0.5 0.014 0.406 100%
28 Ma, Liye and Luo, Lan 2023 1 1 0.5 0.014 0.406 100%
29 Qiu, Liying and Singh, Param Vir and Srinivasan, K... 2023 1 1 0.5 0.014 0.406 100%
30 McCarthy, Shawn and Alaghband, Gita 2024 1 1 0.5 0.014 0.406 100%
31 Timoshenko, Anna and Hauser, John R. 2019 1 1 0.5 0.014 0.406 100%
32 Liu, Xiao 2023 1 1 0.5 0.014 0.406 100%
33 Wang, Mengxin and Zhang, Dennis J and Zhang, Heng 2024 1 1 0.5 0.014 0.406 100%
34 Chen, Yanzhen and Rui, Huaxia and Whinston, Andrew... 2025 1 1 0.5 0.014 0.406 100%
35 Athey, Susan and Imbens, Guido W 2019 1 1 0.5 0.014 0.406 100%
36 Adam, Hammaad and He, Pu and Zheng, Fanyin 2024 1 1 0.5 0.014 0.406 100%
37 Aceves, Pedro and Evans, James A 2024 1 1 0.5 0.014 0.406 100%
38 Dillion, Danica and Tandon, Niket and Gu, Yuling a... 2023 1 1 0.5 0.014 0.406 100%
39 Wu, Patrick Y and Nagler, Jonathan and Tucker, Jos... 2023 1 1 0.5 0.014 0.406 100%
40 Ali Goli and Amandeep Singh 2024 1 1 0.5 0.014 0.406 100%
41 Zhu, Jian-Qiao and Yan, Haijiang and Griffiths, Th... 2024 1 1 0.5 0.014 0.406 100%
42 Olah, Chris and Cammarata, Nick and Schubert, Ludw... 2020 1 1 0.5 0.014 0.406 100%
43 Elhage, Nelson and Hume, Tristan and Olsson, Cathe... 2022 1 1 0.5 0.014 0.406 100%
44 Verma, Sahil and Boonsanong, Varich and Hoang, Min... 2024 1 1 0.5 0.014 0.406 100%
45 Vafa, Keyon and Athey, Susan and Blei, David M 2024 1 1 0.5 0.014 0.406 100%
46 Turian, Joseph and Ratinov, Lev and Bengio, Yoshua 2010 1 1 2.0 0.014 0.406 100%
47 Vylomova, Ekaterina and Rimell, Laura and Cohn, Tr... 2015 1 1 2.0 0.014 0.406 100%
48 Li, Bohan and Zhou, Hao and He, Junxian and Wang, ... 2020 1 1 2.0 0.014 0.406 100%
49 Mullainathan, Sendhil and Spiess, Jann 2017 1 1 2.0 0.014 0.406 100%
50 Iskhakov, Fedor and Rust, John and Schjerning, Ber... 2020 1 1 2.0 0.014 0.406 100%
51 Gallant, A Ronald and Nychka, Douglas W 1987 1 1 2.0 0.014 0.406 100%
52 Fenton, Victor M and Gallant, A Ronald 1996 1 1 2.0 0.014 0.406 100%
53 Fenton, Victor M and Gallant, A Ronald 1996 1 1 2.0 0.014 0.406 100%
54 Farrell, Max H and Liang, Tengyuan and Misra, Sanj... 2020 1 1 2.0 0.014 0.406 100%
55 Wolfstetter, Elmar 1996 1 1 2.0 0.014 0.406 100%
56 Lu, Yixin and Gupta, Alok and Ketter, Wolfgang and... 2019 1 1 2.0 0.014 0.406 100%
57 Avery, Christopher 1998 1 1 2.0 0.014 0.406 100%
58 Easley, Robert F and Tenorio, Rafael 2004 1 1 2.0 0.014 0.406 100%
59 Liu, De and Bagh, Adib 2020 1 1 2.0 0.014 0.406 100%
60 Morokoff, William J and Caflisch, Russel E 1995 1 1 2.0 0.014 0.406 100%
61 Ja 2002 1 1 2.0 0.014 0.406 100%
62 Sundararajan, Mukund and Taly, Ankur and Yan, Qiqi 2017 1 1 2.0 0.014 0.406 100%
63 Bichler, Martin and Gupta, Alok and Ketter, Wolfga... 2010 1 1 1.0 0.014 0.406 100%
64 Yun, Chulhee and Bhojanapalli, Srinadh and Rawat, ... 2019 1 1 0.5 0.014 0.087 0%
65 Lu, Yulong and Lu, Jianfeng 2020 1 1 0.5 0.014 0.087 0%
66 Hornik, Kurt and Stinchcombe, Maxwell and White, H... 1989 1 1 0.5 0.014 0.087 0%
67 Pakes, Ariel 2003 1 1 0.5 0.014 0.087 0%
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.