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Large language models, pivotal in artificial intelligence, find diverse applications.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
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Fast transformer decoding: One write-head is all you need
Noam Shazeer · 2019
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Root mean square layer normalization
Biao Zhang and Rico Sennrich · 2019
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Xlnet: Generalized autoregressive pretraining for language understanding
Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Russ R Salakhutdinov, and Quoc V Le · 2019
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Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov · 2019
Earlier work this paper cites.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 2020
Earlier work this paper cites.
Glu variants improve transformer
Noam Shazeer · 2020
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Predicting literature’s early impact with sentiment analysis in twitter
Saeed-Ul Hassan, Naif R Aljohani, Nimra Idrees, Raheem Sarwar, Raheel Nawaz, Eugenio Martínez-Cámara, Sebastián Ventura, and Francisco Herrera · 2020
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No computation without representation: Avoiding data and algorithm biases through diversity
Caitlin Kuhlman, Latifa Jackson, and Rumi Chunara · 2020
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Retrieval-augmented generation for knowledge-intensive nlp tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, et al · 2020
Earlier work this paper cites.
Evaluating large language models trained on code
Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri Edwards, Yuri Burda, Nicholas Joseph, Greg Brockman, et al · 2021
Earlier work this paper cites.
Analysis of the scientific literature’s abstract writing style and citations
Haotian Hu, Dongbo Wang, and Sanhong Deng · 2021
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To be robust or to be fair: Towards fairness in adversarial training
Han Xu, Xiaorui Liu, Yaxin Li, Anil Jain, and Jiliang Tang · 2021
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Bloom: A 176b-parameter open-access multilingual language model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilić, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, et al · 2022
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A brief analysis of “chatgpt”–a revolutionary tool designed by openai
Md Asraful Haque · 2022
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Gpt-neox-20b: An open-source autoregressive language model
Sid Black, Stella Biderman, Eric Hallahan, Quentin Anthony, Leo Gao, Laurence Golding, Horace He, Connor Leahy, Kyle McDonell, Jason Phang, et al · 2022
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Hierarchical text-conditional image generation with clip latents
Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen · 2022
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Opt: Open pre-trained transformer language models
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona Diab, Xian Li, Xi Victoria Lin, et al · 2022
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Chatgpt user experience: Implications for education
Xiaoming Zhai · 2022
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Chatgpt: The end of online exam integrity?
Teo Susnjak · 2022
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Descriptive research on ai-based tools to aid personalized customer service: Case of chatgpt
Mansheel Agarwal, Valliappan Raju, Rajesh Dey, and Ipseeta Nanda · 2022
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Data augmentation for fairness-aware machine learning: Preventing algorithmic bias in law enforcement systems
Ioannis Pastaltzidis, Nikolaos Dimitriou, Katherine Quezada-Tavarez, Stergios Aidinlis, Thomas Marquenie, Agata Gurzawska, and Dimitrios Tzovaras · 2022
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A survey on retrieval-augmented text generation
Huayang Li, Yixuan Su, Deng Cai, Yan Wang, and Lemao Liu · 2022
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Openai models
OpenAI · 2023
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An era of chatgpt as a significant futuristic support tool: A study on features, abilities, and challenges
Abid Haleem, Mohd Javaid, and Ravi Pratap Singh · 2023
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Chatgpt for programming numerical methods
Ali Kashefi and Tapan Mukerji · 2023
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Artificial intelligence chatgpt in medicine. can it be the friend you are looking for?
Iqbal Munir et al · 2023
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Introducing chatgpt
OpenAI · 2023
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Gpt-4 technical report
OpenAI · 2023
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Gpt-4 passes the bar exam
Daniel Martin Katz, Michael James Bommarito, Shang Gao, and Pablo Arredondo · 2023
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Summary of chatgpt/gpt-4 research and perspective towards the future of large language models
Yiheng Liu, Tianle Han, Siyuan Ma, Jiayue Zhang, Yuanyuan Yang, Jiaming Tian, Hao He, Antong Li, Mengshen He, Zhengliang Liu, et al · 2023
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A survey of gpt-3 family large language models including chatgpt and gpt-4
Katikapalli Subramanyam Kalyan · 2023
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Role of chatgpt in gaming: According to chatgpt
Som Biswas · 2023
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Chatgpt performs on the chinese national medical licensing examination
Xinyi Wang, Zhenye Gong, Guoxin Wang, Jingdan Jia, Ying Xu, Jialu Zhao, Qingye Fan, Shaun Wu, Weiguo Hu, and Xiaoyang Li · 2023
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Assessing the accuracy and reliability of ai-generated medical responses: An evaluation of the chat-gpt model
Douglas Johnson, Rachel Goodman, J Patrinely, Cosby Stone, Eli Zimmerman, Rebecca Donald, Sam Chang, Sean Berkowitz, Avni Finn, Eiman Jahangir, et al · 2023
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Chatgpt for clinical vignette generation, revision, and evaluation
James RA Benoit · 2023
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The role of chatgpt, generative language models, and artificial intelligence in medical education: A conversation with chatgpt and a call for papers
Gunther Eysenbach et al · 2023
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Artificial intelligence bot chatgpt in medical research: the potential game changer as a double-edged sword
Jari Dahmen, M Kayaalp, Matthieu Ollivier, Ayoosh Pareek, Michael T Hirschmann, Jon Karlsson, and Philipp W Winkler · 2023
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Chatgpt: the future of discharge summaries?
Sajan B Patel and Kyle Lam · 2023
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Performance of chatgpt and gpt-4 on neurosurgery written board examinations
Rohaid Ali, Oliver Young Tang, Ian David Connolly, Patricia L Zadnik Sullivan, John H Shin, Jared S Fridley, Wael F Asaad, Deus Cielo, Adetokunbo A Oyelese, Curtis E Doberstein, et al · 2023
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Evaluating chatgpt as an adjunct for radiologic decision-making
Arya Rao, John Kim, Meghana Kamineni, Michael Pang, Winston Lie, and Marc D Succi · 2023
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Assessing the value of chatgpt for clinical decision support optimization
Siru Liu, Aileen P Wright, Barron L Patterson, Jonathan P Wanderer, Robert W Turer, Scott D Nelson, Allison B McCoy, Dean F Sittig, and Adam Wright · 2023
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Assessing the utility of chatgpt throughout the entire clinical workflow
Arya S Rao, Michael Pang, John Kim, Meghana Kamineni, Winston Lie, Anoop K Prasad, Adam Landman, Keith Dryer, and Marc D Succi · 2023
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The utility of chatgpt for cancer treatment information
Shan Chen, Benjamin H Kann, Michael B Foote, Hugo JWL Aerts, Guergana K Savova, Raymond H Mak, and Danielle S Bitterman · 2023
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Performance of chatgpt on free-response, clinical reasoning exams
Eric Strong, Alicia DiGiammarino, Yingjie Weng, Preetha Basaviah, Poonam Hosamani, Andre Kumar, Andrew Nevins, John Kugler, Jason Hom, and Jonathan Chen · 2023
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Chatgpt and clinical decision support: Scope, application, and limitations
Jannatul Ferdush, Mahbuba Begum, and Sakib Tanvir Hossain · 2023
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University students as early adopters of chatgpt: Innovation diffusion study
Raghu Raman, Santanu Mandal, Payel Das, Tavleen Kaur, JP Sanjanasri, and Prema Nedungadi · 2023
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Chatgpt as an educational tool: Opportunities, challenges, and recommendations for communication, business writing, and composition courses
Mohammad Awad AlAfnan, Samira Dishari, Marina Jovic, and Koba Lomidze · 2023
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Examining science education in chatgpt: An exploratory study of generative artificial intelligence
Grant Cooper · 2023
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What if the devil is my guardian angel: Chatgpt as a case study of using chatbots in education
Ahmed Tlili, Boulus Shehata, Michael Agyemang Adarkwah, Aras Bozkurt, Daniel T Hickey, Ronghuai Huang, and Brighter Agyemang · 2023
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Chatgpt is fun, but not an author
H Holden Thorp · 2023
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Maximizing penetration testing success with effective reconnaissance techniques using chatgpt
Sheetal Temara · 2023
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A computer wrote this paper: What chatgpt means for education, research, and writing
Lea Bishop · 2023
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Chatgpt and a new academic reality: Artificial intelligence-written research papers and the ethics of the large language models in scholarly publishing
Brady D Lund, Ting Wang, Nishith Reddy Mannuru, Bing Nie, Somipam Shimray, and Ziang Wang · 2023
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The rise of chatgpt: Exploring its potential in medical education
Hyunsu Lee · 2023
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The future of chatgpt in academic research and publishing: A commentary for clinical and translational medicine
Jun Wen and Wei Wang · 2023
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Utilizing chatgpt to help students with disabilities
Eric Lyerly · 2023
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Chatgtp: What is it and how can nursing and health science education use it?, 2023
Mandy M Archibald and Alexander M Clark · 2023
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A review study of chatgpt applications in education
Marwa Zaabi, Walid Hariri, and Nadia Smaoui · 2023
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A review of chatgpt ai’s impact on several business sectors
A Shaji George and AS Hovan George · 2023
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Economics of chatgpt: A labor market view on the occupational impact of artificial intelligence
Ali Zarifhonarvar · 2023
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Embracing the disrupted language teaching and learning field: Analyzing youtube content creation related to chatgpt
Belle Li, Xiaojing Kou, and Curtis J Bonk · 2023
Cited alongside, same era.
Learning gain differences between chatgpt and human tutor generated algebra hints
Zachary A Pardos and Shreya Bhandari · 2023
Cited alongside, same era.
Chatgpt in education: Strategies for responsible implementation
M Halaweh · 2023
Cited alongside, same era.
Yihan Cao, Siyu Li, Yixin Liu, Zhiling Yan, Yutong Dai, Philip S Yu, and Lichao Sun · 2023
Cited alongside, same era.
Openai chatgpt generated content and similarity index: A study of selected terms from the library & information science (lis)
DK Kirtania and SK Patra · 2023
A prompt pattern catalog to enhance prompt engineering with chatgpt
Jules White, Quchen Fu, Sam Hays, Michael Sandborn, Carlos Olea, Henry Gilbert, Ashraf Elnashar, Jesse Spencer-Smith, and Douglas C Schmidt · 2023
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Active retrieval augmented generation
Zhengbao Jiang, Frank F Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig · 2023
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Is chatgpt a general-purpose natural language processing task solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, and Diyi Yang · 2023
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Paula Maddigan and Teo Susnjak · 2023
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Can chatgpt boost artistic creation: The need of imaginative intelligence for parallel art
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Cited alongside, same era.
Is chatgpt a good translator? a preliminary study
Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Xing Wang, and Zhaopeng Tu · 2023
Cited alongside, same era.
Fadel M Megahed, Ying-Ju Chen, Joshua A Ferris, Sven Knoth, and L Allison Jones-Farmer · 2023
Cited alongside, same era.
Towards making the most of chatgpt for machine translation
Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, and Dacheng Tao · 2023
Cited alongside, same era.
Business ai decision-making tools: Case chatgpt evaluation
Euclides Chuma, Magnus Bang, and Jens Alfredson · 2023
Cited alongside, same era.
Bridging the gap–the impact of chatgpt on financial research
Yi Cao and Jia Zhai · 2023
Cited alongside, same era.
Transforming sentiment analysis in the financial domain with chatgpt
Georgios Fatouros, John Soldatos, Kalliopi Kouroumali, Georgios Makridis, and Dimosthenis Kyriazis · 2023
Cited alongside, same era.
Application of chatgpt in improving customer sentiment analysis for businesses
Frans Sudirjo, Karno Diantoro, Jassim Ahmad Al-Gasawneh, Hizbul Khootimah Azzaakiyyah, and Abu Muna Almaududi Ausat · 2023
Cited alongside, same era.
Chao Guo, Yue Lu, Yong Dou, and Fei-Yue Wang · 2023
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Chat with chatgpt on intelligent vehicles: An ieee tiv perspective
Haiping Du, Siyu Teng, Hong Chen, Jiaqi Ma, Xiao Wang, Chao Gou, Bai Li, Siji Ma, Qinghai Miao, Xiaoxiang Na, et al · 2023
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Chat with chatgpt on interactive engines for intelligent driving
Yubing Gao, Wei Tong, Edmond Q Wu, Wei Chen, GuangYu Zhu, and Fei-Yue Wang · 2023
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Hivegpt: Human-machine-augmented intelligent vehicles with generative pre-trained transformer
Junping Zhang, Jian Pu, Jianru Xue, Ming Yang, Xin Xu, Xiao Wang, and Fei-Yue Wang · 2023
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Chat with chatgpt on industry 5.0: Learning and decision-making for intelligent industries
Fei-Yue Wang, Jing Yang, Xingxia Wang, Juanjuan Li, and Qing-Long Han · 2023
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Chatgpt for computational social systems: From conversational applications to human-oriented operating systems
Fei-Yue Wang, Juanjuan Li, Rui Qin, Jing Zhu, Hong Mo, and Bin Hu · 2023
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Chatgpt-4o for english language teaching and learning: Features, applications, and future prospects
Samarnh Pang, Engheang Nol, and Kimkong Heng · 2024
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Unveiling chatgpt-4o: Next-gen features and their transformative impact
Unite.AI · 2024
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What is gpt-4o?
DataCamp · 2024
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Chatgpt-4o: The omni ai model
Geeky Gadgets · 2024
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Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Amy Yang, Angela Fan, et al · 2024
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Towards optimal nlp solutions: Analyzing gpt and llama-2 models across model scale, dataset size, and task diversity
Ankit Kumar, Richa Sharma, and Punam Bedi · 2024
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Magpie: Alignment data synthesis from scratch by prompting aligned llms with nothing
Zhangchen Xu, Fengqing Jiang, Luyao Niu, Yuntian Deng, Radha Poovendran, Yejin Choi, and Bill Yuchen Lin · 2024
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Gemini models
Deepmind · 2024
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Performance comparison of large language models, gpt and gemini on turkish news classification task
Zekeriya Anil Guven · 2024
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Gemini-the most powerful llm: Myth or truth
Raisa Islam and Imtiaz Ahmed · 2024
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Deepseek-coder: When the large language model meets programming–the rise of code intelligence
Daya Guo, Qihao Zhu, Dejian Yang, Zhenda Xie, Kai Dong, Wentao Zhang, Guanting Chen, Xiao Bi, Yu Wu, YK Li, et al · 2024
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Aixin Liu, Bei Feng, Bing Xue, Bingxuan Wang, Bochao Wu, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chenyu Zhang, Chong Ruan, et al · 2024
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Deepseek-vl: towards real-world vision-language understanding
Haoyu Lu, Wen Liu, Bo Zhang, Bingxuan Wang, Kai Dong, Bo Liu, Jingxiang Sun, Tongzheng Ren, Zhuoshu Li, Yaofeng Sun, et al · 2024
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Deepseek-vl2: Mixture-of-experts vision-language models for advanced multimodal understanding
Zhiyu Wu, Xiaokang Chen, Zizheng Pan, Xingchao Liu, Wen Liu, Damai Dai, Huazuo Gao, Yiyang Ma, Chengyue Wu, Bingxuan Wang, et al · 2024
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Gemma: Open models based on gemini research and technology
Gemma Team, Thomas Mesnard, Cassidy Hardin, Robert Dadashi, Surya Bhupatiraju, Shreya Pathak, Laurent Sifre, Morgane Rivière, Mihir Sanjay Kale, Juliette Love, et al · 2024
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Roformer: Enhanced transformer with rotary position embedding
Jianlin Su, Murtadha Ahmed, Yu Lu, Shengfeng Pan, Wen Bo, and Yunfeng Liu · 2024
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Recurrentgemma: Moving past transformers for efficient open language models
Griffin and Gemma team · 2024
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The usefulness of chatgpt for psychotherapists and patients
Paolo Raile · 2024
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Factors influencing learner attitudes towards chatgpt-assisted language learning in higher education
Qianqian Cai, Yupeng Lin, and Zhonggen Yu · 2024
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Exploring the integration of chatgpt in education: adapting for the future
Said Elbanna and Loreta Armstrong · 2024
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Chatgpt in content creation: Techniques, applications, and ethical implications
Arkar Htet, Sui Reng Liana, Theingi Aung, and Amiya Bhaumik · 2024
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Co-creating with chatgpt for tourism marketing materials
Yaozhi Zhang and Nina Katrine Prebensen · 2024
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Chatgpt, ai-generated content, and engineering management
Zuge Yu and Yeming Gong · 2024
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Chatgpt in a programming course: benefits and limitations
Rex Bringula · 2024
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Does chatgpt provide better advice than robo-advisors?
Andreas Oehler and Matthias Horn · 2024
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Can chatgpt reduce human financial analysts’ optimistic biases?
Xiaoyang Li, Haoming Feng, Hailong Yang, and Jiyuan Huang · 2024
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Floodlense: A framework for chatgpt-based real-time flood detection
Pranath Reddy Kumbam and Kshitij Maruti Vejre · 2024
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Contribution of chatgpt and similar generative artificial intelligence for enhanced climate change mitigation strategies
Nitin Rane, Saurabh Choudhary, and Jayesh Rane · 2024
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Exploring the capabilities and limitations of chatgpt and alternative big language models
Shadi AlZu’bi, Ala Mughaid, Fatima Quiam, and Samar Hendawi · 2024
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Establishing credibility in ai chatbots: The importance of customization, communication competency and user satisfaction
Fong Yee Lee and Tak Jie Chan · 2024
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Chatgpt for scientific writing—the coexistence of opportunities and challenges
Liangbin Zhou, Alex Chao Wu, Péter Hegyi, Chunyi Wen, and Ling Qin · 2024
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Artificial intelligence (ai) and chatgpt involvement in scientific and medical writing, a new concern for researchers. a scoping review
Ahmed A Khalifa and Mariam A Ibrahim · 2024
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Use of ai language engine chatgpt 4.0 to write a scientific review article examining the intersection of alzheimer’s disease and bone
Tyler J Margetts, Sonali J Karnik, Hannah S Wang, Lilian I Plotkin, Adrian L Oblak, Jill C Fehrenbacher, Melissa A Kacena, and Alexandru Movila · 2024
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Fine-tuning chatgpt for automatic scoring
Ehsan Latif and Xiaoming Zhai · 2024
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Walid Hariri · 2024
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Can chatgpt be used to predict citation counts, readership, and social media interaction? an exploration among 2222 scientific abstracts
Joost de Winter · 2024
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A systematic review of the limitations and associated opportunities of chatgpt
Ngo Cong-Lem, Ali Soyoof, and Diki Tsering · 2024
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Extracting accurate materials data from research papers with conversational language models and prompt engineering
Maciej P Polak and Dane Morgan · 2024
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Retrieval-augmented generation with knowledge graphs for customer service question answering
Zhentao Xu, Mark Jerome Cruz, Matthew Guevara, Tie Wang, Manasi Deshpande, Xiaofeng Wang, and Zheng Li · 2024
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Benchmarking retrieval-augmented generation for medicine
Guangzhi Xiong, Qiao Jin, Zhiyong Lu, and Aidong Zhang · 2024
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Cbr-rag: case-based reasoning for retrieval augmented generation in llms for legal question answering
Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, and Bruno Fleisch · 2024
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Graph retrieval-augmented generation: A survey
Boci Peng, Yun Zhu, Yongchao Liu, Xiaohe Bo, Haizhou Shi, Chuntao Hong, Yan Zhang, and Siliang Tang · 2024
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Chatgpt integrated with voice assistant
Ms G Pydi Prasanna Kumari and Mrs P Pavithra · 2024
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Gpt-4 becomes 30% more accurate when asked to self-criticize
Loz Blain · 2025
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Unveiling chatgpt-4o: Next-gen features and their transformative impact
Rebecca Stoner · 2025
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Deepseek and fintech: The democratization of ai and its global implications
David Krause · 2025
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Envisioning the healthcare landscape with chatgpt
Jennifer Riekert · 2025
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25 best chatgpt chrome extensions you need to check out
Upanishad Sharma · 2025
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Chatgpt-prompt-generator
Huggingface · 2025
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Awesome chatgpt prompts
Fatih Kadir Akın · 2025
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Enhancing the precision and interpretability of retrieval-augmented generation (rag) in legal technology: A survey
Mahd Hindi, Linda Mohammed, Ommama Maaz, and Abdulmalik Alwarafy · 2025
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