Datasets:

allenai
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asta-summary-citation-counts

corpusId int64 82 282M	title stringlengths 1 300 ⌀	sqa_citation_rank int64 1 1.06M	sqa_citation_count_queries int64 1 932	sqa_citation_count_total_citations int64 1 1.55k	authors stringlengths 1 15.9k ⌀	venue stringlengths 1 300 ⌀	year float64 1.8k 2.03k ⌀	s2FieldsOfStudy stringlengths 3 103 ⌀
218,971,783	Language Models are Few-Shot Learners	1	932	1,545	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	636	1,073	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	588	988	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	502	767	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	387	566	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
231,591,445	Learning Transferable Visual Models From Natural Language Supervision	6	353	591	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
218,869,575	Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks	7	349	598	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
151,326,232	Employer Branding: A Brand Equity‐Based Literature Review and Research Agenda	8	289	535	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	259	339	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
1,887,672	Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being.	10	236	401	Richard M. Ryan, E. Deci	American Psychologist	2,000	Psychology
206,594,692	Deep Residual Learning for Image Recognition	11	232	322	Kaiming He, X. Zhang, Shaoqing Ren, Jian Sun	Computer Vision and Pattern Recognition	2,015	Computer Science
145,540,972	Conceptualizing and researching employer branding	12	227	531	K. Backhaus, Surinder Tikoo	null	2,004	Business
234,057,469	Employer Branding and Organizational Attractiveness: Current Employees’ Perspective	13	221	320	Magdalena Kalińska-Kula, I. Staniec	EUROPEAN RESEARCH STUDIES JOURNAL	2,021	Business
258,762,525	Tree of Thoughts: Deliberate Problem Solving with Large Language Models	14	217	355	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	213	331	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	210	284	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	204	295	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	183	290	Beatriz Monteiro, V. Santos, Isabel Reis, M. Sampaio, B. Sousa, Filipa Martinho, M. Sousa, M. Au-Yong-Oliveira	Inf.	2,020	Business
258,040,990	Generative Agents: Interactive Simulacra of Human Behavior	20	167	258	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
252,762,395	ReAct: Synergizing Reasoning and Acting in Language Models	21	165	227	Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao	International Conference on Learning Representations	2,022	Computer Science
258,959,321	Direct Preference Optimization: Your Language Model is Secretly a Reward Model	22	161	258	Rafael Rafailov, Archit Sharma, E. Mitchell, Stefano Ermon, Christopher D. Manning, Chelsea Finn	Neural Information Processing Systems	2,023	Computer Science
12,476,939	Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology	23	149	293	Fred D. Davis	MIS Q.	1,989	Computer Science
276,633,824	Employer Branding as a Catalyst for Workforce Diversity and Excellence: An In-Depth Study from Costa Rica	24	149	213	Tom Okot, Monica Ramirez, Ronald Deckert	Organizacija	2,025	Business, Sociology
258,833,055	Reflexion: language agents with verbal reinforcement learning	25	148	217	Noah Shinn, Federico Cassano, Beck Labash, A. Gopinath, Karthik Narasimhan, Shunyu Yao	Neural Information Processing Systems	2,023	Linguistics, Computer Science
250,180,109	Brand orientation, employer branding and internal branding: Do they effect on recruitment during the COVID-19 pandemic?	26	142	200	D. Kucherov, V. Tsybova, Antonina Yu. Lisovskaia, O. Alkanova	Journal of business research	2,022	Business
274,544,038	Operational efficiency through HR management: Strategies for maximizing budget and personnel resources	27	141	244	Bernadette Bristol-Alagbariya, Latifat Omolara, Damilola Emmanuel, Ogedengbe	International Journal of Management & Entrepreneurship Research	2,024	Business
14,435,677	User Acceptance of Information Technology: Toward a Unified View	28	138	302	V. Venkatesh, Michael G. Morris, G. Davis, Fred D. Davis	MIS Q.	2,003	Business, Computer Science
247,595,263	Self-Consistency Improves Chain of Thought Reasoning in Language Models	29	138	199	Xuezhi Wang, Jason Wei, D. Schuurmans, Quoc Le, Ed H. Chi, Denny Zhou	International Conference on Learning Representations	2,022	Computer Science
246,652,372	Survey of Hallucination in Natural Language Generation	30	138	197	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
245,335,280	High-Resolution Image Synthesis with Latent Diffusion Models	31	135	226	Robin Rombach, A. Blattmann, Dominik Lorenz, Patrick Esser, B. Ommer	Computer Vision and Pattern Recognition	2,021	Engineering, Computer Science
182,877,619	HR BRANDING AND THE POTENTIAL VALUE: EMPIRICAL EVIDENCE AND PRACTICAL IMPLICATIONS	32	134	190	E. Brzovska, Stojan Debarliev, Aleksandra Janeska – Iliev	Dynamic Relationships Management Journal	2,019	Business
234,392,472	Employer Brand and Innovative Work Behaviour: Exploring the Mediating Role of Employee Engagement	33	126	209	Anjali John, V. Raj	Colombo Business Journal	2,020	Business
235,458,009	LoRA: Low-Rank Adaptation of Large Language Models	34	126	189	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
11,080,756	Bleu: a Method for Automatic Evaluation of Machine Translation	35	125	176	K. Papineni, Salim Roukos, T. Ward, Wei-Jing Zhu	Annual Meeting of the Association for Computational Linguistics	2,002	Linguistics, Computer Science
259,129,398	Judging LLM-as-a-judge with MT-Bench and Chatbot Arena	36	122	239	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
258,179,774	Visual Instruction Tuning	37	121	201	Haotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae Lee	Neural Information Processing Systems	2,023	Computer Science
169,080,361	Employer Branding as an HR Tool for Talent Management – An Overview	38	120	162	M. R., B. Suresh	International Journal of Management Studies	2,019	Business
261,064,713	A Survey on Large Language Model based Autonomous Agents	39	120	146	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 Comput. Sci.	2,023	Linguistics, Computer Science
234,262,196	Employer branding factors as promoters of the dimensions of employee organizational commitment	40	119	167	Dolores Botella-Carrubi, H. Gil-Gómez, Raúl Oltra-Badenes, Jose-Manuel Jabaloyes-Vivas	Economic Research-Ekonomska Istraživanja	2,021	Business
149,948,978	The Connection of Employer Branding to Recruitment: A Critique	41	118	181	S. Weerawardane, T. Weerasinghe	Kelaniya Journal of Human Resource Management	2,018	Business, Sociology
248,476,411	Flamingo: a Visual Language Model for Few-Shot Learning	42	113	180	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?	43	110	154	Giulia Baratelli, E. Colleoni	International journal of business management	2,022	Business, Computer Science
267,617,032	Large Language Models: A Survey	44	107	150	Shervin Minaee, Tomáš Mikolov, Narjes Nikzad, M. Chenaghlu, R. Socher, Xavier Amatriain, Jianfeng Gao	arXiv.org	2,024	Linguistics, Computer Science
219,955,663	Denoising Diffusion Probabilistic Models	45	107	148	Jonathan Ho, Ajay Jain, P. Abbeel	Neural Information Processing Systems	2,020	Physics, Computer Science
13,029,170	“Why Should I Trust You?”: Explaining the Predictions of Any Classifier	46	106	176	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	47	106	155	F. Lievens	null	2,007	Business
21,889,700	A Unified Approach to Interpreting Model Predictions	48	105	173	Scott M. Lundberg, Su-In Lee	Neural Information Processing Systems	2,017	Mathematics, Computer Science
225,039,882	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	49	104	139	Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, G. Heigold, S. Gelly, Jakob Uszkoreit, N. Houlsby	International Conference on Learning Representations	2,020	Computer Science
150,380,178	Employer Branding: A Literature Survey	50	103	139	Shabanabi. P, Dr. Geeta Kesavaraj	International Journal of Engineering and Management Research	2,019	Business
249,478,513	The relationship between employer branding, corporate reputation and intention to apply to a job offer	51	102	169	Ana Junça Silva, H. Dias	The International Journal of Organizational Analysis	2,022	Business
255,124,952	Large language models encode clinical knowledge	52	102	138	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	53	101	129	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	54	100	155	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	55	100	146	Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu	IEEE Transactions on Knowledge and Data Engineering	2,023	Computer Science
247,951,931	PaLM: Scaling Language Modeling with Pathways	56	100	128	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
261,276,917	Collision-Free Inverse Kinematics Through QP Optimization (iKinQP)	57	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	58	97	122	Duarte Pimentel, Pedro Almeida, Pedro Marques-Quinteiro, Marta Sousa	Management Research: Journal of the Iberoamerican Academy of Management	2,021	Business, Psychology
20,541,103	Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being.	59	96	151	J. Gross, O. John	Journal of Personality and Social Psychology	2,003	Psychology
218,493,891	Artificial Intelligence in Education: A Review	60	95	166	Lijia Chen, Pingping Chen, Zhijian Lin	IEEE Access	2,020	Education, Computer Science
237,900,859	Employer brand attractiveness: the effect of demographic variables on career goals	61	95	138	Gugup Kismono, Niken Lulianti Rahayu	Jurnal Siasat Bisnis	2,021	Business
262,580,630	On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜	62	95	124	Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, Shmargaret Shmitchell	Conference on Fairness, Accountability and Transparency	2,021	Linguistics, Computer Science
218,579,877	The Mediating Role of Employer Branding Between Employee Satisfaction and Talent Management	63	95	122	Kaenat Malik	IBT journal of business studies	2,019	Business
204,960,716	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	64	95	120	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	65	92	170	P. Sasikala, R. Ravichandran	Journal of Digital Learning and Education	2,024	Education, Computer Science
4,650,265	XGBoost: A Scalable Tree Boosting System	66	92	167	Tianqi Chen, Carlos Guestrin	Knowledge Discovery and Data Mining	2,016	Mathematics, Computer Science
273,697,348	A Comprehensive Review of Artificial Intelligence	67	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.	68	92	136	Richard M. Ryan, E. Deci	Contemporary Educational Psychology	2,000	Education, Psychology
16,447,573	Distributed Representations of Words and Phrases and their Compositionality	69	91	137	Tomas Mikolov, I. Sutskever, Kai Chen, G. Corrado, J. Dean	Neural Information Processing Systems	2,013	Computer Science
3,719,281	U-Net: Convolutional Networks for Biomedical Image Segmentation	70	91	136	O. Ronneberger, P. Fischer, T. Brox	International Conference on Medical Image Computing and Computer-Assisted Intervention	2,015	Medicine, Computer Science
1,957,433	GloVe: Global Vectors for Word Representation	71	91	131	Jeffrey Pennington, R. Socher, Christopher D. Manning	Conference on Empirical Methods in Natural Language Processing	2,014	Mathematics, Computer Science
264,319,731	Recommendations for Internal Communication to Strengthen the Employer Brand: A Systematic Literature Review	72	90	134	S. Santos, Luísa Augusto, Sónia Ferreira, Pedro Espírito Santo, Maria Vasconcelos	Administrative Sciences	2,023	Business
11,573,665	Social cognitive theory: an agentic perspective.	73	90	126	A. Bandura	Annual Review of Psychology	1,999	Psychology
234,004,395	Multi-Enzyme Systems in Flow Chemistry	74	89	162	P. Fernandes, Carla C. C. R. de Carvalho	Processes	2,021	Chemistry, Engineering
232,352,874	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	75	89	138	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
10,659,969	Scikit-learn: Machine Learning in Python	76	89	131	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
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	77	88	112	Nguyen Ngoc Thang, Pham Thu Trang	Frontiers in Sociology	2,024	Business
231,804,598	Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries	78	86	139	H. Sung, J. Ferlay, R. Siegel, M. Laversanne, I. Soerjomataram, A. Jemal, F. Bray	Ca	2,021	Medicine
209,176,276	Microbioreactors and Perfusion Bioreactors for Microbial and Mammalian Cell Culture	79	85	135	S. Ravindran, Pooja Singh, S. Nene, V. Rale, N. Mhetras, A. Vaidya	Biotechnology and Bioengineering	2,019	Engineering, Biology, Medicine
1,221,398	The job demands-resources model : state of the art	80	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	81	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
201,646,309	Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks	82	84	123	Nils Reimers, Iryna Gurevych	Conference on Empirical Methods in Natural Language Processing	2,019	Computer Science
278,165,282	From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review	83	84	104	M. Ferrag, Norbert Tihanyi, M. Debbah	arXiv.org	2,025	Mathematics, Computer Science
255,626,140	Lignocellulolytic Biocatalysts: The Main Players Involved in Multiple Biotechnological Processes for Biomass Valorization	84	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	85	84	94	D. Mora, F. Carrillo, G. Gelves	Journal of Physics: Conference Series	2,021	Chemistry, Engineering, Environmental Science
255,825,985	Locating and Editing Factual Associations in GPT	86	83	154	Kevin Meng, David Bau, A. Andonian, Yonatan Belinkov	Neural Information Processing Systems	2,022	Computer Science
261,030,303	Graph of Thoughts: Solving Elaborate Problems with Large Language Models	87	83	136	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
237,702,887	Internal employer branding as a way to improve employee engagement	88	83	131	I. Staniec, Magdalena Kalińska-Kula	Problems and Perspectives in Management	2,021	Business
224,934,901	Latest Developments in Membrane (Bio)Reactors	89	83	129	A. Helmi, F. Gallucci	Processes	2,020	Chemistry, Engineering, Environmental Science
204,917,771	Systematic review of research on artificial intelligence applications in higher education – where are the educators?	90	83	127	Olaf Zawacki-Richter, Victoria I. Marín, Melissa Bond, Franziska Gouverneur	International Journal of Educational Technology in Higher Education	2,019	Education, Computer Science
235,959,867	Highly accurate protein structure prediction with AlphaFold	91	83	121	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
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	92	83	90	Sandra Montoya, Alejandra Patiño, Ó. Sánchez	Processes	2,021	Agricultural and Food Sciences, Engineering, Environmental Science
258,217,984	Why Johnny Can’t Prompt: How Non-AI Experts Try (and Fail) to Design LLM Prompts	93	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
10,679,409	Production and Optimization of Cellulase Enzyme Using Aspergillus niger USM AI 1 and Comparison with Trichoderma reesei via Solid State Fermentation System	94	82	117	Chee Keong Lee, I. Darah, C. Ibrahim	Biotechnology Research International	2,010	Chemistry, Engineering, Biology, Environmental Science
249,905,396	A Novel Solution to the Inverse Kinematics Problem of General 7R Robots	95	81	147	Shuxin Xie, Lining Sun, Guodong Chen, Zhenhua Wang, Zixiang Wang	IEEE Access	2,022	Engineering, Computer Science
261,026,999	The Emerging Role of Artificial Intelligence in STEM Higher Education: A Critical Review	96	81	131	Bharath Kumar Nagaraj, K. A, Suraj Begum R, Akila S, Hemant Kumar Sachdev, S. N.	International Research Journal of Multidisciplinary Technovation	2,023	Education, Engineering, Computer Science
259,764,589	Strategies relevant for positioning the organization as the employer of a choice: A case study of PWC	97	81	115	Vanja Štokić, Jovana Gardašević-Živanov	Pravo - teorija i praksa	2,023	Business
144,789,674	An integrative review of employer branding and OB theory	98	81	105	M. Edwards	null	2,009	Business
167,722,674	Employer branding – a dialogistic communication tool of a competitive employer	99	81	102	Anna Lubecka	null	2,013	Business
227,259,136	Model-Based Optimization of a Fed-Batch Bioreactor for mAb Production Using a Hybridoma Cell Culture	100	80	137	G. Maria	Molecules	2,020	Engineering, Medicine

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

Dataset name: Asta Summary Citation Counts
Maintainer: Allen Institute for AI (AI2)
License and Use: This dataset is licensed under ODC-BY. It is intended for research and educational use in accordance with Ai2's Responsible Use Guidelines.
Update frequency: Weekly
Source platform: Asta (https://asta.ai)
System Paper: Ai2 Scholar QA: Organized Literature Synthesis with Attribution
System Code: ai2-scholarqa-lib
Primary use cases: bibliometrics, AI transparency, citation dynamics, evaluation of retrieval-augmented generation systems

Downloads last month: 221

Size of downloaded dataset files:

938 MB

Size of the auto-converted Parquet files:

938 MB

Number of rows:

6,600,929