Datasets:

allenai
/

asta-summary-citation-counts

corpusId int64	title string	sqa_citation_rank int64	sqa_citation_count_queries int64	sqa_citation_count_total_citations int64	authors string	venue string	year float64	s2FieldsOfStudy string
218,971,783	Language Models are Few-Shot Learners	1	1,050	1,715	Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, J. Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, G. Sastry, Amanda Askell, S. Agarwal, A. Herbert-Voss, G. Krueger, T. Henighan, R. Child, A. Ramesh, Daniel M. Ziegler, Jeff Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Li...	Neural Information Processing Systems	2,020	Computer Science, Linguistics
13,756,489	Attention is All you Need	2	735	1,224	Ashish Vaswani, Noam Shazeer, N. Parmar, J. 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	700	1,154	Jason Wei, Xue-Zhi Wang, Dale Schuurmans, Maarten Bosma, Ed H. Chi, F. Xia, Quoc V. 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	580	885	J. Devlin, Ming-Wei Chang, Kenton Lee, K. 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	463	690	Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, S. Agarwal, Katarina Slama, Alex Ray, John D. Schulman, Jacob Hilton, Fraser Kelton, Luke E. Miller, M. Simens, Amanda Askell, Peter Welinder, Paul F. 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	424	735	Patrick Lewis, Ethan Perez, Aleksandra 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	392	655	A. Radford, Jong Wook Kim, Chris Hallacy, A. Ramesh, Gabriel Goh, S. Agarwal, G. Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, G. 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	308	574	Christian P. Theurer, A. Tumasjan, I. Welpe, Filip Lievens	null	2,018	Business
204,838,007	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	9	292	376	Colin A. Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yan-Qi Zhou, Wei Li, Peter J. Liu	Journal of machine learning research	2,019	Computer Science, Linguistics
206,594,692	Deep Residual Learning for Image Recognition	10	266	369	Kaiming He, X. Zhang, Shaoqing Ren, Jian Sun	Computer Vision and Pattern Recognition	2,015	Computer Science
258,762,525	Tree of Thoughts: Deliberate Problem Solving with Large Language Models	11	264	429	Shunyu Yao, Dian Yu, Jeffrey Zhao, I. 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	12	248	376	Takeshi Kojima, Shi-Xiang Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa	Neural Information Processing Systems	2,022	Computer Science
234,057,469	Employer Branding and Organizational Attractiveness: Current Employees’ Perspective	13	237	342	Magdalena Kalińska-Kula, I. Staniec	EUROPEAN RESEARCH STUDIES JOURNAL	2,021	Business
1,887,672	Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being.	14	236	401	Richard M. Ryan, E. Deci	American Psychologist	2,000	Psychology
145,540,972	Conceptualizing and researching employer branding	15	227	531	K. Backhaus, Surinder Tikoo	null	2,004	Business
258,040,990	Generative Agents: Interactive Simulacra of Human Behavior	16	221	346	J. Park, Joseph O'Brien, C. Cai, M. Morris, Percy Liang, Michael S. Bernstein	ACM Symposium on User Interface Software and Technology	2,023	Computer Science
53,377,923	An employer brand predictive model for talent attraction and retention : original research	17	220	298	A. Botha, M. Bussin, Lukas De Swardt	null	2,011	Business
263,021,779	The progression in employer branding and employee-based brand equity: Scholar API-based systematic literature review	18	214	309	J. Santiago	Journal of Economics and Management	2,023	Business
252,762,395	ReAct: Synergizing Reasoning and Acting in Language Models	19	207	283	Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, I. 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	20	200	315	Rafael Rafailov, Archit Sharma, E. Mitchell, Stefano Ermon, Christopher D. Manning, Chelsea Finn	Neural Information Processing Systems	2,023	Computer Science
258,833,055	Reflexion: language agents with verbal reinforcement learning	21	196	295	Noah Shinn, Federico Cassano, Edward Berman, A. Gopinath, Karthik Narasimhan, Shunyu Yao	Neural Information Processing Systems	2,023	Computer Science, Linguistics
7,742,072	Self-efficacy: toward a unifying theory of behavioral change.	22	195	326	A. Bandura	Psychology Review	1,977	Psychology
230,508,007	Employer Branding Applied to SMEs: A Pioneering Model Proposal for Attracting and Retaining Talent	23	190	299	Beatriz Monteiro, V. Santos, Isabel Reis, M. Sampaio, B. Sousa, Filipa Martinho, Maria José Sousa, M. Au-Yong-Oliveira	Inf.	2,020	Business
12,476,939	Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology	24	184	365	Fred D. Davis	MIS Q.	1,989	Computer Science
247,595,263	Self-Consistency Improves Chain of Thought Reasoning in Language Models	25	169	244	Xue-Zhi Wang, Jason Wei, Dale Schuurmans, Quoc V. Le, Ed H. Chi, Sharan Narang, A. Chowdhery, Denny Zhou	International Conference on Learning Representations	2,022	Computer Science
245,335,280	High-Resolution Image Synthesis with Latent Diffusion Models	26	166	278	Robin Rombach, A. Blattmann, Dominik Lorenz, Patrick Esser, Björn Ommer	Computer Vision and Pattern Recognition	2,021	Computer Science, Engineering
246,652,372	Survey of Hallucination in Natural Language Generation	27	161	227	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	Computer Science, Linguistics
235,458,009	LoRA: Low-Rank Adaptation of Large Language Models	28	156	241	J. Hu, Ye-Long Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, She-An Wang, Lu Wang, Wei-Zhu Chen	International Conference on Learning Representations	2,021	Computer Science
276,633,824	Employer Branding as a Catalyst for Workforce Diversity and Excellence: An In-Depth Study from Costa Rica	29	156	222	T. Okot, M. Ramírez, Ronald Deckert	Organizacija	2,025	Business, Sociology
261,064,713	A survey on large language model based autonomous agents	30	155	197	Lei Wang, Chengbang Ma, Xue-Yang Feng, Ze-Yu Zhang, Hao-ran Yang, Jing-Sen Zhang, Zhi-Yang Chen, Jia-Kai Tang, Xu Chen, Yan-Kai Lin, W. Zhao, Zhe-Wei Wei, Ji-Rong Wen	Frontiers of Computer Science	2,023	Computer Science, Linguistics
259,129,398	Judging LLM-as-a-judge with MT-Bench and Chatbot Arena	31	149	283	Lian-Min Zheng, Wei-Lin Chiang, Ying Sheng, Si-Yuan Zhuang, Zhanghao Wu, Yong-Hao Zhuang, Zi Lin, Zhuo-Han Li, Da-Cheng Li, E. Xing, Haotong Zhang, Joseph E. Gonzalez, Ion Stoica	Neural Information Processing Systems	2,023	Computer Science
274,544,038	Operational efficiency through HR management: Strategies for maximizing budget and personnel resources	32	147	252	Bernadette Bristol-Alagbariya, L. Ayanponle, 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?	33	147	209	Dmitry G. Kucherov, V. Tsybova, Antonina Yu Lisovskaia, O. Alkanova	Journal of business research	2,022	Business
11,080,756	Bleu: a Method for Automatic Evaluation of Machine Translation	34	142	201	K. Papineni, Salim Roukos, T. Ward, Wei-Jing Zhu	Annual Meeting of the Association for Computational Linguistics	2,002	Computer Science, Linguistics
182,877,619	HR BRANDING AND THE POTENTIAL VALUE: EMPIRICAL EVIDENCE AND PRACTICAL IMPLICATIONS	35	139	199	E. Brzovska, Stojan Debarliev, Aleksandra Janeska-Iliev	Dynamic Relationships Management Journal	2,019	Business
14,435,677	User Acceptance of Information Technology: Toward a Unified View	36	138	302	V. Venkatesh, M. G. Morris, G. Davis, Fred D. Davis	MIS Q.	2,003	Computer Science, Business
234,392,472	Employer Brand and Innovative Work Behaviour: Exploring the Mediating Role of Employee Engagement	37	136	226	Anjali John, V. P. Jagathy Raj	Colombo Business Journal	2,020	Business
257,900,871	Self-Refine: Iterative Refinement with Self-Feedback	38	136	213	Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yi-Ming Yang, Shashank Gupta, Bodhisattwa Prasad Majumder, Katherine Hermann, S. Welleck, A. Yazdanbakhsh, Peter Clark	Neural Information Processing Systems	2,023	Computer Science
258,179,774	Visual Instruction Tuning	39	135	222	Haotian Liu, Chun-Yuan Li, Qingyang Wu, Yong Jae Lee	Neural Information Processing Systems	2,023	Computer Science
219,955,663	Denoising Diffusion Probabilistic Models	40	131	193	Jonathan Ho, Ajay Jain, P. Abbeel	Neural Information Processing Systems	2,020	Computer Science, Physics
169,080,361	Employer Branding as an HR Tool for Talent Management – An Overview	41	131	176	M. R, B. Suresh	International Journal of Management Studies	2,019	Business
149,948,978	The Connection of Employer Branding to Recruitment: A Critique	42	130	197	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	43	126	197	Jean-Baptiste Alayrac, J. Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, K. Lenc, Arthur Mensch, Katie Milli-can, M. Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Teng-Da Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Shar...	Neural Information Processing Systems	2,022	Computer Science
234,262,196	Employer branding factors as promoters of the dimensions of employee organizational commitment	44	125	177	Dolores Botella-Carrubi, H. Gil-Gómez, Raúl Oltra-Badenes, Jose-Manuel Jabaloyes-Vivas	Economic Research-Ekonomska Istraživanja	2,021	Business
21,889,700	A Unified Approach to Interpreting Model Predictions	45	123	197	Scott M. Lundberg, Su-In Lee	Neural Information Processing Systems	2,017	Computer Science, Mathematics
13,029,170	“Why Should I Trust You?”: Explaining the Predictions of Any Classifier	46	121	195	Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin	North American Chapter of the Association for Computational Linguistics	2,016	Computer Science
225,039,882	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	47	121	161	A. Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiao-Hua Zhai, T. Unterthiner, Mostafa Dehghani, M. Minderer, G. Heigold, S. Gelly, J. Uszkoreit, N. Houlsby	International Conference on Learning Representations	2,020	Computer Science
245,947,625	Does Artificial Intelligence (AI) Enabled Recruitment Improve Employer Branding?	48	119	170	Giulia Baratelli, E. Colleoni	International journal of business management	2,022	Computer Science, Business
262,580,630	On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜	49	116	148	Emily M. Bender, T. Gebru, Angelina McMillan-Major, Shmargaret Shmitchell	Conference on Fairness, Accountability and Transparency	2,021	Computer Science, Linguistics
247,951,931	PaLM: Scaling Language Modeling with Pathways	50	115	148	A. Chowdhery, Sharan Narang, J. Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, P. Schuh, Ken-Sen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, ...	Journal of machine learning research	2,022	Computer Science
4,650,265	XGBoost: A Scalable Tree Boosting System	51	114	204	Tian-Qi Chen, Carlos Guestrin	Knowledge Discovery and Data Mining	2,016	Computer Science, Mathematics
249,478,513	The relationship between employer branding, corporate reputation and intention to apply to a job offer	52	114	186	Ana Junça Silva, H. Dias	The International Journal of Organizational Analysis	2,022	Business
259,360,395	A Survey on Evaluation of Large Language Models	53	114	145	Yu-Peng Chang, Xu Wang, Jin-Dong Wang, Yuan Wu, Lin-Yi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Weirong Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qian Yang, Xing-Xu Xie	ACM Transactions on Intelligent Systems and Technology	2,023	Computer Science, Linguistics
3,719,281	U-Net: Convolutional Networks for Biomedical Image Segmentation	54	113	161	O. Ronneberger, P. Fischer, T. Brox	International Conference on Medical Image Computing and Computer-Assisted Intervention	2,015	Computer Science, Medicine
267,617,032	Large Language Models: A Survey	55	113	160	Shervin Minaee, T. Mikolov, Narjes Nikzad, Meysam Chenaghlu, R. Socher, Xavier Amatriain, Jian-Feng Gao	arXiv.org	2,024	Computer Science, Linguistics
255,124,952	Large language models encode clinical knowledge	56	112	151	K. Singhal, Shekoofeh Azizi, Tao Tu, S. Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, A. Tanwani, H. Cole-Lewis, Stephen J. Pfohl, P. Payne, Martin G. Seneviratne, P. Gamble, Chris Kelly, A. Babiker, Nathanael Schärli, A. Chowdhery, P. A. Mansfield, Dina Demner-Fushman, B. A. Y. Arcas, D. Webster, G. Corrado, Yos...	Nature	2,022	Computer Science, Medicine
215,737,187	Dense Passage Retrieval for Open-Domain Question Answering	57	110	173	Vladimir Karpukhin, Barlas Oğuz, Sewon Min, Patrick Lewis, Ledell Yu Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih	Conference on Empirical Methods in Natural Language Processing	2,020	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	58	110	162	Filip Lievens	null	2,007	Business
11,573,665	Social cognitive theory: an agentic perspective.	59	110	157	A. Bandura	Annual Review of Psychology	1,999	Psychology
259,165,563	Unifying Large Language Models and Knowledge Graphs: A Roadmap	60	108	156	Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jia-Pu Wang, Xindong Wu	IEEE Transactions on Knowledge and Data Engineering	2,023	Computer Science
218,493,891	Artificial Intelligence in Education: A Review	61	107	184	Lijia Chen, Ping-Ping Chen, Zhijian Lin	IEEE Access	2,020	Computer Science, Education
232,352,874	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	62	105	164	Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, S. Lin, B. Guo	IEEE International Conference on Computer Vision	2,021	Computer Science
1,957,433	GloVe: Global Vectors for Word Representation	63	105	145	Jeffrey Pennington, R. Socher, Christopher D. Manning	Conference on Empirical Methods in Natural Language Processing	2,014	Computer Science, Mathematics
249,905,396	A Novel Solution to the Inverse Kinematics Problem of General 7R Robots	64	104	182	Shuxin Xie, Lining Sun, Guo-Dong Chen, Zhenhua Wang, Zi-Xiang Wang	IEEE Access	2,022	Computer Science, Engineering
278,165,282	From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review	65	104	135	M. Ferrag, Norbert Tihanyi, Mérouane Debbah	IEEE Access	2,025	Computer Science, Mathematics
37,809,502	Benefits and risks of rapid initiation of antiretroviral therapy	66	103	236	N. Ford, C. Migone, A. Calmy, B. Kerschberger, S. Kanters, S. Nsanzimana, E. Mills, G. Meintjes, M. Vitoria, M. Doherty, Z. Shubber	AIDS (London)	2,017	Medicine
255,825,985	Locating and Editing Factual Associations in GPT	67	103	184	Kevin Meng, David Bau, A. Andonian, Yonatan Belinkov	Neural Information Processing Systems	2,022	Computer Science
150,380,178	Employer Branding: A Literature Survey	68	103	139	Shabanabi. P, G. Kesavaraj	International Journal of Engineering and Management Research	2,019	Business
272,054,429	Study on the Impact of Artificial Intelligence on Student Learning Outcomes	69	102	185	P. Sasikala, R. Ravichandran	Journal of Digital Learning and Education	2,024	Computer Science, Education
237,900,859	Employer brand attractiveness: the effect of demographic variables on career goals	70	102	150	Gugup Kismono, N. Rahayu	Jurnal Siasat Bisnis	2,021	Business
10,659,969	Scikit-learn: Machine Learning in Python	71	102	147	Fabian Pedregosa, G. Varoquaux, Alexandre Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, Gilles Louppe, P. Prettenhofer, R. Weiss, Ron J. Weiss, J. VanderPlas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, E. Duchesnay	Journal of machine learning research	2,011	Computer Science
235,959,867	Highly accurate protein structure prediction with AlphaFold	72	102	147	J. Jumper, Richard Evans, Alexander Pritzel, T. Green, Michael Figurnov, O. Ronneberger, Kathryn Tunyasuvunakool, Russ Bates, A. Žídek, Anna Potapenko, A. Bridgland, Clemens Meyer, Simon A A Kohl, Andy Ballard, A. Cowie, B. Romera-Paredes, Stanislav Nikolov, Rishub Jain, J. Adler, Trevor Back, S. Petersen, D. Reiman, E...	Nature	2,021	Computer Science, Materials Science, Biology
261,030,303	Graph of Thoughts: Solving Elaborate Problems with Large Language Models	73	101	163	Maciej Besta, Nils Blach, Aleš Kubíček, Robert Gerstenberger, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Michal Podstawski, H. Niewiadomski, Piotr Nyczyk, T. Hoefler	AAAI Conference on Artificial Intelligence	2,023	Computer Science, Linguistics
261,026,999	The Emerging Role of Artificial Intelligence in STEM Higher Education: A Critical Review	74	101	155	B. Nagaraj, K. A, Suraj Begum R, A. S, Hemant Kumar Sachdev, S. N.	International Research Journal of Multidisciplinary Technovation	2,023	Computer Science, Engineering, Education
218,579,877	The Mediating Role of Employer Branding Between Employee Satisfaction and Talent Management	75	101	129	Kaenat Malik	IBT journal of business studies	2,019	Business
261,276,917	Collision-Free Inverse Kinematics Through QP Optimization (iKinQP)	76	100	166	Julia Ashkanazy, Ariana Spalter, Joseph T. Hays, Laura M. Hiatt, Roxana Leontie, Carl Glen Henshaw	arXiv.org	2,023	Computer Science, Engineering
204,917,771	Systematic review of research on artificial intelligence applications in higher education – where are the educators?	77	100	148	O. Zawacki-Richter, Victoria I. Marín, M. Bond, Franziska Gouverneur	International Journal of Educational Technology in Higher Education	2,019	Computer Science, Education
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	78	100	127	Duarte Pimentel, Pedro Almeida, Pedro Marques-Quinteiro, M. Sousa	Management Research: Journal of the Iberoamerican Academy of Management	2,021	Business, Psychology
204,960,716	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	79	100	126	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	Computer Science, Linguistics
201,646,309	Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks	80	99	146	Nils Reimers, Iryna Gurevych	Conference on Empirical Methods in Natural Language Processing	2,019	Computer Science
256,697,342	Toolformer: Language Models Can Teach Themselves to Use Tools	81	99	144	Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, R. Raileanu, M. Lomeli, Eric Hambro, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom	Neural Information Processing Systems	2,023	Computer Science
16,447,573	Distributed Representations of Words and Phrases and their Compositionality	82	98	144	Tomas Mikolov, I. Sutskever, Kai Chen, G. Corrado, Jeffrey Dean	Neural Information Processing Systems	2,013	Computer Science
221,665,105	Learning to summarize from human feedback	83	97	138	Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan J. Lowe, Chelsea Voss, A. Radford, D. Amodei, Paul Christiano	Neural Information Processing Systems	2,020	Computer Science
20,541,103	Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being.	84	96	151	J. Gross, O. John	Journal of Personality and Social Psychology	2,003	Psychology
258,217,984	Why Johnny Can’t Prompt: How Non-AI Experts Try (and Fail) to Design LLM Prompts	85	95	158	J.D. Zamfirescu-Pereira, Richmond Y. Wong, Bjoern Hartmann, Qian Yang	International Conference on Human Factors in Computing Systems	2,023	Computer Science, Linguistics
273,697,348	A Comprehensive Review of Artificial Intelligence	86	95	155	Raman Bansal, Arti Sangwan	International Journal For Multidisciplinary Research	2,024	Computer Science, Business
10,328,909	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	87	94	148	Shaoqing Ren, Kaiming He, Ross B. Girshick, Jian Sun	IEEE Transactions on Pattern Analysis and Machine Intelligence	2,015	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	88	94	118	T. N. Nguyen, Trang Thi Thu Pham	Frontiers in Sociology	2,024	Business
274,598,144	Enhancing Research Methodology and Academic Publishing: A Structured Framework for Quality and Integrity	89	93	152	M. Piran, Tran Hoang Nguyen	arXiv.org	2,024	Education
277,451,521	Reasoning Beyond Limits: Advances and Open Problems for LLMs	90	93	136	M. Ferrag, Norbert Tihanyi, Mérouane Debbah	ICT express	2,025	Computer Science
264,288,947	Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection	91	93	127	Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi	International Conference on Learning Representations	2,023	Computer Science
276,235,403	Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation	92	93	127	S. Eger, Yong Cao, Jennifer D'Souza, Andreas Geiger, C. Greisinger, Stephanie Gross, Yu-Fang Hou, Brigitte Krenn, Anne Lauscher, Yi-Zhi Li, Cheng-Hua Lin, N. Moosavi, Wei Zhao, Tristan Miller	ACM Computing Surveys	2,025	Computer Science, Linguistics
1,098,145	Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions.	93	92	136	Richard M. Ryan, E. Deci	Contemporary Educational Psychology	2,000	Education, Psychology
247,762,790	STaR: Bootstrapping Reasoning With Reasoning	94	92	132	E. Zelikman, Yu-Huai Wu, Jesse Mu, Noah D. Goodman	null	2,022	Computer Science
264,319,731	Recommendations for Internal Communication to Strengthen the Employer Brand: A Systematic Literature Review	95	91	135	S. Santos, Luísa Augusto, Sónia Ferreira, Pedro Espírito Santo, Maria Vasconcelos	Administrative Sciences	2,023	Business
259,764,589	Strategies relevant for positioning the organization as the employer of a choice: A case study of PWC	96	91	129	Vanja Štokić, Jovana Gardašević-Živanov	Pravo - teorija i praksa	2,023	Business
4,787,508	Deep Reinforcement Learning from Human Preferences	97	91	128	Paul F. Christiano, Jan Leike, Tom B. Brown, Miljan Martic, S. Legg, Dario Amodei	Neural Information Processing Systems	2,017	Computer Science
231,804,598	Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries	98	90	144	Hyuna Sung, J. Ferlay, R. Siegel, M. Laversanne, I. Soerjomataram, A. Jemal, F. Bray	Ca	2,021	Medicine
234,004,395	Multi-Enzyme Systems in Flow Chemistry	99	89	162	P. Fernandes, C. D. de Carvalho	Processes	2,021	Engineering, Chemistry
260,125,388	DawnIK: Decentralized Collision-Aware Inverse Kinematics Solver for Heterogeneous Multi-Arm Systems	100	89	127	S. Marangoz, Rohit Menon, Nils Dengler, M. Bennewitz	IEEE-RAS International Conference on Humanoid Robots	2,023	Computer Science, Engineering

End of preview.

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

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