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218,971,783
Language Models are Few-Shot Learners
1
953
1,583
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, J. Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, T. Henighan, R. Child, A. Ramesh, Daniel M. Ziegler, Jeff Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Ma-teusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, I. Sutskever, Dario Amodei
Neural Information Processing Systems
2,020
Linguistics, Computer Science
13,756,489
Attention is All you Need
2
654
1,098
Ashish Vaswani, Noam M. Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, I. Polosukhin
Neural Information Processing Systems
2,017
Computer Science
246,411,621
Chain of Thought Prompting Elicits Reasoning in Large Language Models
3
603
1,007
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed H. Chi, F. Xia, Quoc Le, Denny Zhou
Neural Information Processing Systems
2,022
Computer Science
52,967,399
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
4
519
791
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
North American Chapter of the Association for Computational Linguistics
2,019
Computer Science
246,426,909
Training language models to follow instructions with human feedback
5
398
590
Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke E. Miller, Maddie Simens, Amanda Askell, Peter Welinder, P. Christiano, Jan Leike, Ryan J. Lowe
Neural Information Processing Systems
2,022
Computer Science
218,869,575
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
6
369
631
Patrick Lewis, Ethan Perez, Aleksandara Piktus, F. Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Kuttler, M. Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela
Neural Information Processing Systems
2,020
Computer Science
231,591,445
Learning Transferable Visual Models From Natural Language Supervision
7
360
603
Alec Radford, Jong Wook Kim, Chris Hallacy, A. Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, I. Sutskever
International Conference on Machine Learning
2,021
Computer Science
151,326,232
Employer Branding: A Brand Equity‐Based Literature Review and Research Agenda
8
300
552
Christian P Theurer, A. Tumasjan, I. Welpe, F. Lievens
null
2,018
Business
204,838,007
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
9
268
349
Colin Raffel, Noam M. Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Liu
Journal of machine learning research
2,019
Linguistics, Computer Science
206,594,692
Deep Residual Learning for Image Recognition
10
237
327
Kaiming He, X. Zhang, Shaoqing Ren, Jian Sun
Computer Vision and Pattern Recognition
2,015
Computer Science
1,887,672
Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being.
11
236
401
Richard M. Ryan, E. Deci
American Psychologist
2,000
Psychology
234,057,469
Employer Branding and Organizational Attractiveness: Current Employees’ Perspective
12
229
330
Magdalena Kalińska-Kula, I. Staniec
EUROPEAN RESEARCH STUDIES JOURNAL
2,021
Business
145,540,972
Conceptualizing and researching employer branding
13
227
531
K. Backhaus, Surinder Tikoo
null
2,004
Business
258,762,525
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
14
225
367
Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, T. Griffiths, Yuan Cao, Karthik Narasimhan
Neural Information Processing Systems
2,023
Computer Science
249,017,743
Large Language Models are Zero-Shot Reasoners
15
218
337
Takeshi Kojima, S. Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa
Neural Information Processing Systems
2,022
Computer Science
53,377,923
An employer brand predictive model for talent attraction and retention : original research
16
213
287
A. Botha
null
2,011
Business
263,021,779
The progression in employer branding and employee-based brand equity: Scholar API-based systematic literature review
17
210
305
J. Santiago
Journal of Economics and Management
2,023
Business
7,742,072
Self-efficacy: toward a unifying theory of behavioral change.
18
192
321
A. Bandura
Psychology Review
1,977
Psychology
230,508,007
Employer Branding Applied to SMEs: A Pioneering Model Proposal for Attracting and Retaining Talent
19
186
294
Beatriz Monteiro, V. Santos, Isabel Reis, M. Sampaio, B. Sousa, Filipa Martinho, M. Sousa, M. Au-Yong-Oliveira
Inf.
2,020
Business
252,762,395
ReAct: Synergizing Reasoning and Acting in Language Models
20
175
242
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao
International Conference on Learning Representations
2,022
Computer Science
258,040,990
Generative Agents: Interactive Simulacra of Human Behavior
21
173
271
J. Park, Joseph C. O’Brien, Carrie J. Cai, M. Morris, Percy Liang, Michael S. Bernstein
ACM Symposium on User Interface Software and Technology
2,023
Computer Science
258,959,321
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
22
171
281
Rafael Rafailov, Archit Sharma, E. Mitchell, Stefano Ermon, Christopher D. Manning, Chelsea Finn
Neural Information Processing Systems
2,023
Computer Science
276,633,824
Employer Branding as a Catalyst for Workforce Diversity and Excellence: An In-Depth Study from Costa Rica
23
154
220
Tom Okot, Monica Ramirez, Ronald Deckert
Organizacija
2,025
Business, Sociology
258,833,055
Reflexion: language agents with verbal reinforcement learning
24
153
224
Noah Shinn, Federico Cassano, Beck Labash, A. Gopinath, Karthik Narasimhan, Shunyu Yao
Neural Information Processing Systems
2,023
Linguistics, Computer Science
246,652,372
Survey of Hallucination in Natural Language Generation
25
151
214
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, D. Su, Yan Xu, Etsuko Ishii, Yejin Bang, Delong Chen, Wenliang Dai, Andrea Madotto, Pascale Fung
ACM Computing Surveys
2,022
Linguistics, Computer Science
12,476,939
Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology
26
150
296
Fred D. Davis
MIS Q.
1,989
Computer Science
245,335,280
High-Resolution Image Synthesis with Latent Diffusion Models
27
147
253
Robin Rombach, A. Blattmann, Dominik Lorenz, Patrick Esser, B. Ommer
Computer Vision and Pattern Recognition
2,021
Engineering, Computer Science
274,544,038
Operational efficiency through HR management: Strategies for maximizing budget and personnel resources
28
144
247
Bernadette Bristol-Alagbariya, Latifat Omolara, Damilola Emmanuel, Ogedengbe
International Journal of Management & Entrepreneurship Research
2,024
Business
250,180,109
Brand orientation, employer branding and internal branding: Do they effect on recruitment during the COVID-19 pandemic?
29
143
201
D. Kucherov, V. Tsybova, Antonina Yu. Lisovskaia, O. Alkanova
Journal of business research
2,022
Business
247,595,263
Self-Consistency Improves Chain of Thought Reasoning in Language Models
30
141
204
Xuezhi Wang, Jason Wei, D. Schuurmans, Quoc Le, Ed H. Chi, Denny Zhou
International Conference on Learning Representations
2,022
Computer Science
14,435,677
User Acceptance of Information Technology: Toward a Unified View
31
138
302
V. Venkatesh, Michael G. Morris, G. Davis, Fred D. Davis
MIS Q.
2,003
Business, Computer Science
182,877,619
HR BRANDING AND THE POTENTIAL VALUE: EMPIRICAL EVIDENCE AND PRACTICAL IMPLICATIONS
32
138
197
E. Brzovska, Stojan Debarliev, Aleksandra Janeska – Iliev
Dynamic Relationships Management Journal
2,019
Business
235,458,009
LoRA: Low-Rank Adaptation of Large Language Models
33
134
202
J. E. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Weizhu Chen
International Conference on Learning Representations
2,021
Computer Science
259,129,398
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena
34
130
250
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, E. Xing, Haotong Zhang, Joseph E. Gonzalez, Ion Stoica
Neural Information Processing Systems
2,023
Computer Science
234,392,472
Employer Brand and Innovative Work Behaviour: Exploring the Mediating Role of Employee Engagement
35
130
214
Anjali John, V. Raj
Colombo Business Journal
2,020
Business
261,064,713
A survey on large language model based autonomous agents
36
128
156
Lei Wang, Chengbang Ma, Xueyang Feng, Zeyu Zhang, Hao-ran Yang, Jingsen Zhang, Zhi-Yang Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Ji-rong Wen
Frontiers of Computer Science
2,023
Linguistics, Computer Science
149,948,978
The Connection of Employer Branding to Recruitment: A Critique
37
127
193
S. Weerawardane, T. Weerasinghe
Kelaniya Journal of Human Resource Management
2,018
Business, Sociology
11,080,756
Bleu: a Method for Automatic Evaluation of Machine Translation
38
127
178
K. Papineni, Salim Roukos, T. Ward, Wei-Jing Zhu
Annual Meeting of the Association for Computational Linguistics
2,002
Linguistics, Computer Science
258,179,774
Visual Instruction Tuning
39
123
203
Haotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae Lee
Neural Information Processing Systems
2,023
Computer Science
234,262,196
Employer branding factors as promoters of the dimensions of employee organizational commitment
40
123
174
Dolores Botella-Carrubi, H. Gil-Gómez, Raúl Oltra-Badenes, Jose-Manuel Jabaloyes-Vivas
Economic Research-Ekonomska Istraživanja
2,021
Business
169,080,361
Employer Branding as an HR Tool for Talent Management – An Overview
41
123
165
M. R., B. Suresh
International Journal of Management Studies
2,019
Business
219,955,663
Denoising Diffusion Probabilistic Models
42
119
171
Jonathan Ho, Ajay Jain, P. Abbeel
Neural Information Processing Systems
2,020
Physics, Computer Science
248,476,411
Flamingo: a Visual Language Model for Few-Shot Learning
43
116
183
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, A. Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, O. Vinyals, Andrew Zisserman, K. Simonyan
Neural Information Processing Systems
2,022
Computer Science
245,947,625
Does Artificial Intelligence (AI) Enabled Recruitment Improve Employer Branding?
44
111
155
Giulia Baratelli, E. Colleoni
International journal of business management
2,022
Business, Computer Science
267,617,032
Large Language Models: A Survey
45
109
154
Shervin Minaee, Tomáš Mikolov, Narjes Nikzad, M. Chenaghlu, R. Socher, Xavier Amatriain, Jianfeng Gao
arXiv.org
2,024
Linguistics, Computer Science
225,039,882
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
46
108
144
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, M. Minderer, G. Heigold, S. Gelly, Jakob Uszkoreit, N. Houlsby
International Conference on Learning Representations
2,020
Computer Science
13,029,170
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier
47
107
178
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
North American Chapter of the Association for Computational Linguistics
2,016
Computer Science
153,859,175
Employer branding in the Belgian Army: The importance of instrumental and symbolic beliefs for potential applicants, actual applicants, and military employees
48
107
157
F. Lievens
null
2,007
Business
249,478,513
The relationship between employer branding, corporate reputation and intention to apply to a job offer
49
106
175
Ana Junça Silva, H. Dias
The International Journal of Organizational Analysis
2,022
Business
21,889,700
A Unified Approach to Interpreting Model Predictions
50
106
174
Scott M. Lundberg, Su-In Lee
Neural Information Processing Systems
2,017
Mathematics, Computer Science
255,124,952
Large language models encode clinical knowledge
51
105
144
K. Singhal, Shekoofeh Azizi, T. Tu, S. Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, A. Tanwani, H. Cole-Lewis, S. Pfohl, P. Payne, Martin G. Seneviratne, P. Gamble, C. Kelly, Nathaneal Scharli, A. Chowdhery, P. A. Mansfield, B. A. Y. Arcas, D. Webster, Greg S. Corrado, Yossi Matias, K. Chou, Juraj Gottweis, Nenad Tomašev, Yun Liu, A. Rajkomar, J. Barral, Christopher Semturs, A. Karthikesalingam, Vivek Natarajan
Nature
2,022
Medicine, Computer Science
259,360,395
A Survey on Evaluation of Large Language Models
52
104
132
Yu-Chu Chang, Xu Wang, Jindong Wang, Yuan Wu, Kaijie Zhu, Hao Chen, Linyi Yang, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Weirong Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qian Yang, Xingxu Xie
ACM Transactions on Intelligent Systems and Technology
2,023
Linguistics, Computer Science
257,900,871
Self-Refine: Iterative Refinement with Self-Feedback
53
103
162
Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, S. Welleck, Bodhisattwa Prasad Majumder, Shashank Gupta, A. Yazdanbakhsh, Peter Clark
Neural Information Processing Systems
2,023
Computer Science
259,165,563
Unifying Large Language Models and Knowledge Graphs: A Roadmap
54
103
150
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu
IEEE Transactions on Knowledge and Data Engineering
2,023
Computer Science
150,380,178
Employer Branding: A Literature Survey
55
103
139
Shabanabi. P, Dr. Geeta Kesavaraj
International Journal of Engineering and Management Research
2,019
Business
247,951,931
PaLM: Scaling Language Modeling with Pathways
56
103
131
A. Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, P. Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam M. Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, M. Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, S. Ghemawat, Sunipa Dev, H. Michalewski, Xavier García, Vedant Misra, Kevin Robinson, L. Fedus, Denny Zhou, Daphne Ippolito, D. Luan, Hyeontaek Lim, Barret Zoph, A. Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, R. Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Díaz, Orhan Firat, Michele Catasta, Jason Wei, K. Meier-Hellstern, D. Eck, J. Dean, Slav Petrov, Noah Fiedel
Journal of machine learning research
2,022
Computer Science
262,580,630
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜
57
100
129
Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, Shmargaret Shmitchell
Conference on Fairness, Accountability and Transparency
2,021
Linguistics, Computer Science
237,900,859
Employer brand attractiveness: the effect of demographic variables on career goals
58
99
142
Gugup Kismono, Niken Lulianti Rahayu
Jurnal Siasat Bisnis
2,021
Business
218,579,877
The Mediating Role of Employer Branding Between Employee Satisfaction and Talent Management
59
99
126
Kaenat Malik
IBT journal of business studies
2,019
Business
218,493,891
Artificial Intelligence in Education: A Review
60
98
171
Lijia Chen, Pingping Chen, Zhijian Lin
IEEE Access
2,020
Education, Computer Science
261,276,917
Collision-Free Inverse Kinematics Through QP Optimization (iKinQP)
61
98
162
Julia Ashkanazy, Ariana Spalter, Joseph T. Hays, Laura M. Hiatt, Roxana Leontie, C. Henshaw
arXiv.org
2,023
Engineering, Computer Science
238,737,041
Employer branding and psychological contract in family and non-family firmsEmployer branding e contrato psicológico em empresas familiares e não familiaresEmployer branding y contrato psicológico en empresas familiares y no familiares
62
98
123
Duarte Pimentel, Pedro Almeida, Pedro Marques-Quinteiro, Marta Sousa
Management Research: Journal of the Iberoamerican Academy of Management
2,021
Psychology, Business
3,719,281
U-Net: Convolutional Networks for Biomedical Image Segmentation
63
97
144
O. Ronneberger, P. Fischer, T. Brox
International Conference on Medical Image Computing and Computer-Assisted Intervention
2,015
Medicine, Computer Science
4,650,265
XGBoost: A Scalable Tree Boosting System
64
96
173
Tianqi Chen, Carlos Guestrin
Knowledge Discovery and Data Mining
2,016
Mathematics, Computer Science
20,541,103
Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being.
65
96
151
J. Gross, O. John
Journal of Personality and Social Psychology
2,003
Psychology
204,960,716
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
66
96
122
M. Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdel-rahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
Annual Meeting of the Association for Computational Linguistics
2,019
Linguistics, Computer Science
272,054,429
Study on the Impact of Artificial Intelligence on Student Learning Outcomes
67
93
171
P. Sasikala, R. Ravichandran
Journal of Digital Learning and Education
2,024
Education, Computer Science
273,697,348
A Comprehensive Review of Artificial Intelligence
68
92
150
Dr. RAMA BANSAL, Dr. ARTI SANGWAN
International Journal For Multidisciplinary Research
2,024
Business, Computer Science
1,098,145
Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions.
69
92
136
Richard M. Ryan, E. Deci
Contemporary Educational Psychology
2,000
Psychology, Education
10,659,969
Scikit-learn: Machine Learning in Python
70
92
134
Fabian Pedregosa, G. Varoquaux, Alexandre Gramfort, V. Michel, B. Thirion, O. Grisel, Mathieu Blondel, Gilles Louppe, P. Prettenhofer, Ron Weiss, Ron J. Weiss, J. Vanderplas, Alexandre Passos, D. Cournapeau, M. Brucher, M. Perrot, E. Duchesnay
Journal of machine learning research
2,011
Computer Science
11,573,665
Social cognitive theory: an agentic perspective.
71
92
128
A. Bandura
Annual Review of Psychology
1,999
Psychology
16,447,573
Distributed Representations of Words and Phrases and their Compositionality
72
91
137
Tomas Mikolov, I. Sutskever, Kai Chen, G. Corrado, J. Dean
Neural Information Processing Systems
2,013
Computer Science
1,957,433
GloVe: Global Vectors for Word Representation
73
91
131
Jeffrey Pennington, R. Socher, Christopher D. Manning
Conference on Empirical Methods in Natural Language Processing
2,014
Mathematics, Computer Science
278,165,282
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
74
91
115
M. Ferrag, Norbert Tihanyi, M. Debbah
arXiv.org
2,025
Mathematics, Computer Science
269,028,297
Employer branding, organization’s image and reputation, and intention to apply: the moderating role of the availability of organizational information on social media
75
91
115
Nguyen Ngoc Thang, Pham Thu Trang
Frontiers in Sociology
2,024
Business
232,352,874
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
76
90
140
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, B. Guo
IEEE International Conference on Computer Vision
2,021
Computer Science
264,319,731
Recommendations for Internal Communication to Strengthen the Employer Brand: A Systematic Literature Review
77
90
134
S. Santos, Luísa Augusto, Sónia Ferreira, Pedro Espírito Santo, Maria Vasconcelos
Administrative Sciences
2,023
Business
234,004,395
Multi-Enzyme Systems in Flow Chemistry
78
89
162
P. Fernandes, Carla C. C. R. de Carvalho
Processes
2,021
Engineering, Chemistry
231,804,598
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries
79
87
141
H. Sung, J. Ferlay, R. Siegel, M. Laversanne, I. Soerjomataram, A. Jemal, F. Bray
Ca
2,021
Medicine
261,030,303
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
80
86
140
Maciej Besta, Nils Blach, Aleš Kubíček, Robert Gerstenberger, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Michal Podstawski, H. Niewiadomski, P. Nyczyk, Torsten Hoefler
AAAI Conference on Artificial Intelligence
2,023
Linguistics, Computer Science
255,825,985
Locating and Editing Factual Associations in GPT
81
85
157
Kevin Meng, David Bau, A. Andonian, Yonatan Belinkov
Neural Information Processing Systems
2,022
Computer Science
1,673,489
Those Who Understand: Knowledge Growth in Teaching
82
85
140
L. Shulman
null
1,986
Education
261,026,999
The Emerging Role of Artificial Intelligence in STEM Higher Education: A Critical Review
83
85
138
Bharath Kumar Nagaraj, K. A, Suraj Begum R, Akila S, Hemant Kumar Sachdev, S. N.
International Research Journal of Multidisciplinary Technovation
2,023
Engineering, Education, Computer Science
209,176,276
Microbioreactors and Perfusion Bioreactors for Microbial and Mammalian Cell Culture
84
85
135
S. Ravindran, Pooja Singh, S. Nene, V. Rale, N. Mhetras, A. Vaidya
Biotechnology and Bioengineering
2,019
Engineering, Medicine, Biology
237,702,887
Internal employer branding as a way to improve employee engagement
85
85
134
I. Staniec, Magdalena Kalińska-Kula
Problems and Perspectives in Management
2,021
Business
204,917,771
Systematic review of research on artificial intelligence applications in higher education – where are the educators?
86
85
130
Olaf Zawacki-Richter, Victoria I. Marín, Melissa Bond, Franziska Gouverneur
International Journal of Educational Technology in Higher Education
2,019
Education, Computer Science
201,646,309
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
87
85
124
Nils Reimers, Iryna Gurevych
Conference on Empirical Methods in Natural Language Processing
2,019
Computer Science
235,959,867
Highly accurate protein structure prediction with AlphaFold
88
85
123
J. Jumper, Richard Evans, A. Pritzel, Tim Green, Michael Figurnov, O. Ronneberger, Kathryn Tunyasuvunakool, Russ Bates, Augustin Žídek, Anna Potapenko, Alex Bridgland, Clemens Meyer, Simon A A Kohl, Andy Ballard, A. Cowie, Bernardino Romera-Paredes, Stanislav Nikolov, Rishub Jain, J. Adler, T. Back, Stig Petersen, D. Reiman, Ellen Clancy, Michal Zielinski, Martin Steinegger, Michalina Pacholska, Tamas Berghammer, Sebastian Bodenstein, David Silver, O. Vinyals, A. Senior, K. Kavukcuoglu, Pushmeet Kohli, D. Hassabis
Nature
2,021
Materials Science, Biology, Computer Science
259,764,589
Strategies relevant for positioning the organization as the employer of a choice: A case study of PWC
89
85
119
Vanja Štokić, Jovana Gardašević-Živanov
Pravo - teorija i praksa
2,023
Business
1,221,398
The job demands-resources model : state of the art
90
84
140
A. Bakker, E. Demerouti
null
2,007
Business, Psychology
235,619,487
ISOLATION AND IDENTIFICATION OF CHOLESTEROL OXIDASE PRODUCING ACTINOMYCETES FROM EGYPTIAN SOIL FOR A LARGE SCALE FERMENTATION IN SUBMERGED CULTURES
91
84
139
Nayera A. M. Abdelwahed, H. Awad, I. Said, A. Gamal, E. A. Elsayed, A. Hassan
Journal of Microbiology, Biotechnology and Food Sciences
2,021
Chemistry, Biology, Environmental Science
143,568,861
The relation of instrumental and symbolic attributes to a company's attractiveness as an employer.
92
84
119
F. Lievens, Scott Highhouse
null
2,003
Business, Psychology
255,626,140
Lignocellulolytic Biocatalysts: The Main Players Involved in Multiple Biotechnological Processes for Biomass Valorization
93
84
96
Ana Laura Totti Benatti, M. Polizeli
Microorganisms
2,023
Chemistry, Biology, Environmental Science
239,816,392
Cellulase Production from Trichoderma harzianum: a Framework Modeling for Evaluating Different Operating Mode Strategies
94
84
94
D. Mora, F. Carrillo, G. Gelves
Journal of Physics: Conference Series
2,021
Engineering, Chemistry, Environmental Science
224,934,901
Latest Developments in Membrane (Bio)Reactors
95
83
129
A. Helmi, F. Gallucci
Processes
2,020
Engineering, Chemistry, Environmental Science
256,697,342
Toolformer: Language Models Can Teach Themselves to Use Tools
96
83
126
Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, R. Raileanu, M. Lomeli, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom
Neural Information Processing Systems
2,023
Computer Science
4,787,508
Deep Reinforcement Learning from Human Preferences
97
83
117
P. Christiano, Jan Leike, Tom B. Brown, Miljan Martic, S. Legg, Dario Amodei
Neural Information Processing Systems
2,017
Computer Science
233,899,096
Production of Lignocellulolytic Enzymes and Biomass of Trametes versicolor from Agro-Industrial Residues in a Novel Fixed-Bed Bioreactor with Natural Convection and Forced Aeration at Pilot Scale
98
83
90
Sandra Montoya, Alejandra Patiño, Ó. Sánchez
Processes
2,021
Engineering, Agricultural and Food Sciences, Environmental Science
258,217,984
Why Johnny Can’t Prompt: How Non-AI Experts Try (and Fail) to Design LLM Prompts
99
82
136
J.D. Zamfirescu-Pereira, Richmond Y. Wong, Bjoern Hartmann, Qian Yang
International Conference on Human Factors in Computing Systems
2,023
Linguistics, Computer Science
221,665,105
Learning to summarize from human feedback
100
82
117
Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan J. Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul Christiano
Neural Information Processing Systems
2,020
Computer Science
End of preview. Expand in Data Studio

Dataset Summary

This dataset tracks which scientific papers are most often cited by Asta, an agentic research platform that uses retrieval-augmented generation (RAG) to answer scientific questions. Each record is a paper cited by Asta's Summarize Literature tool, ranked by the number of times the system cited that paper. Across more than 113,000 user queries, we track 4M citations to over 2M distinct papers. By making this data public, we aim to create a transparent, trackable measure of which research most directly powers AI-generated answers—helping ensure that scientific contributions are visible and credited in the AI era.

Weekly updates reflect ongoing usage patterns as Asta continues to evolve. We invite researchers, bibliometricians, and AI developers to explore citation dynamics across fields, assess how AI systems surface influential work, and help build a future where credit and accountability are integral to AI-assisted discovery.

The most recent update to the data can always be retrieved using the 'latest' config:

dataset = load_dataset("allenai/asta-summary-citation-counts", "latest")

Older checkpoints can be retrieved by date. Eg:

dataset = load_dataset("allenai/asta-summary-citation-counts", "2025-10-07")

Column Descriptions

Field Name Description
corpus_id Unique identifier for the paper from Semantic Scholar
title Title of the paper
sqa_citation_rank Overall rank of the paper in terms of unique citation counts across queries on Asta Literature Summarizer
sqa_citation_count_queries Unique citation counts of the paper across queries that powers its sqa_citation_rank
sqa_citation_count_total_citations Total citation counts of the paper across queries (A paper can be cited multiple times in the answer report to a query)
authors Comma separated string of paper authors
venue Publishing venue/conference/journal of the paper
year Year of publishing of the paper
s2FieldsOfStudy Academic field of study categories assigned to the paper in Semantic Scholar by their classifier. The possible fields are: Computer Science, Medicine, Chemistry, Biology, Materials Science, Physics, Geology, Psychology, Art, History, Geography, Sociology, Business, Political Science, Economics, Philosophy, Mathematics, Engineering, Environmental Science, Agricultural and Food Sciences, Education, Law, and Linguistics.

Dataset Details

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