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Large Language Models (LLMs) have found widespread applications in various domains, including web applications, where they facilitate human interaction via chatbots with natural language interfaces.
A natural language mediation system for e-commerce applications. An ontology-based approach. In Workshop Human Language Technology for the Semantic Web and Web Services. ISWC . 39–50
Johannes Heinecke and Farouk Toumani. 2003 · 2003
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Language Models are Few-Shot Learners
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 2005
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A classification of SQL-injection attacks and countermeasures. In Proceedings of the IEEE international symposium on secure software engineering , Vol. 1. IEEE, 13–15
William G Halfond, Jeremy Viegas, Alessandro Orso, et al · 2006
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Natural language interfaces to databases: an analysis of the state of the art
Rodolfo A Pazos R, Juan J González B, Marco A Aguirre L, José A Martínez F, and Héctor J Fraire H. 2013 · 2013
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Web application protection techniques: A taxonomy
Victor Prokhorenko, Kim-Kwang Raymond Choo, and Helen Ashman. 2016 · 2016
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A comparison of static, dynamic, and hybrid analysis for malware detection
Anusha Damodaran, Fabio Di Troia, Corrado Aaron Visaggio, Thomas H Austin, and Mark Stamp. 2017 · 2017
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Web application security: An investigation on static analysis with other algorithms to detect cross site scripting
Abdalla Wasef Marashdih, Zarul Fitri Zaaba, Khaled Suwais, and Nur Azimah Mohd. 2019 · 2019
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Criteria2Query: a natural language interface to clinical databases for cohort definition
Chi Yuan, Patrick B Ryan, Casey Ta, Yixuan Guo, Ziran Li, Jill Hardin, Rupa Makadia, Peng Jin, Ning Shang, Tian Kang, et al · 2019
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On the dangers of stochastic parrots: Can language models be too big?. In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency . 610–623
Emily M Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell. 2021 · 2021
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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, Alex Ray, Raul Puri, Gretchen Krueger, Michael Petrov, Heidy Khlaaf, Girish Sastry, Pamela Mishkin, Brooke Chan, Scott Gray, Nick Ryder, Mikhail Pavlov, Alethea Power, Lukasz Kaiser, Mohammad Bavarian, Clemens Winter, Philippe Tillet, Felipe Petroski Such, Dave Cummings, Matthias Plappert, Fotios Chantzis, Elizabeth Barnes, Ariel Herbert-Voss, William Hebgen Guss, Alex Nichol, Alex Paino, Nikolas Tezak, Jie Tang, Igor Babuschkin, Suchir Balaji, Shantanu Jain, William Saunders, Christopher Hesse, Andrew N. Carr, Jan Leike, Josh Achiam, Vedant Misra, Evan Morikawa, Alec Radford, Matthew Knight, Miles Brundage, Mira Murati, Katie Mayer, Peter Welinder, Bob McGrew, Dario Amodei, Sam McCandlish, Ilya Sutskever, and Wojciech Zaremba. 2021 · 2021
Earlier work this paper cites.
Hidden Backdoors in Human-Centric Language Models. In Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security (Virtual Event, Republic of Korea) (CCS ’21) . Association for Computing Machinery, New York, NY, USA, 3123–3140
Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, and Jialiang Lu. 2021 · 2021
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A survey on sql injection attack: Detection and challenges. In 2021 International Conference on Information Technology (ICIT) . IEEE, 957–962
Zain Marashdeh, Khaled Suwais, and Mohammad Alia. 2021 · 2021
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“Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing . 10080–10095
Roma Patel and Ellie Pavlick. 2021 · 2021
Earlier work this paper cites.
Natural Language Interfaces to Databases: A Survey on Recent Advances
Rodolfo A Pazos-Rangel, Gilberto Rivera, José A. Martínez F., Juana Gaspar, and Rogelio Florencia-Juárez. 2021 · 2021
Earlier work this paper cites.
Threats to Pre-trained Language Models: Survey and Taxonomy
Shangwei Guo, Chunlong Xie, Jiwei Li, Lingjuan Lyu, and Tianwei Zhang. 2022 · 2022
Earlier work this paper cites.
LlamaIndex
Jerry Liu. 2022 · 2022
Cited alongside, same era.
Training language models to follow instructions with human feedback. In Advances in Neural Information Processing Systems , S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, and A. Oh (Eds.), Vol. 35. Curran Associates, Inc., 27730–27744
Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul F Christiano, Jan Leike, and Ryan Lowe. 2022 · 2022
Cited alongside, same era.
Ignore previous prompt: Attack techniques for language models
Fábio Perez and Ian Ribeiro. 2022 · 2022
Cited alongside, same era.
ChatGPT_DAN
2023 · 2023
Cited alongside, same era.
Claude 2
2023 · 2023
Cited alongside, same era.
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory
Chenxu Hu, Jie Fu, Chenzhuang Du, Simian Luo, Junbo Zhao, and Hang Zhao. 2023 · 2023
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Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks
Daniel Kang, Xuechen Li, Ion Stoica, Carlos Guestrin, Matei Zaharia, and Tatsunori Hashimoto. 2023 · 2023
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OpenAssistant Conversations – Democratizing Large Language Model Alignment
Andreas Köpf, Yannic Kilcher, Dimitri von Rütte, Sotiris Anagnostidis, Zhi-Rui Tam, Keith Stevens, Abdullah Barhoum, Nguyen Minh Duc, Oliver Stanley, Richárd Nagyfi, Shahul ES, Sameer Suri, David Glushkov, Arnav Dantuluri, Andrew Maguire, Christoph Schuhmann, Huu Nguyen, and Alexander Mattick. 2023 · 2023
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Introduction to FastAPI
Malhar Lathkar. 2023 · 2023
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Domain-driven e-commerce for Django (commit #3c0f3ad)
2023 · 2023
Cited alongside, same era.
LlamaIndex
2023 · 2023
Cited alongside, same era.
Palm 2 technical report
Rohan Anil, Andrew M Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, et al · 2023
Cited alongside, same era.
Amazon Books Reviews (Version 1)
Mohamed Bekheet. 2023 · 2023
Cited alongside, same era.
Langchain
Harrison Chase. 2023 · 2023
Cited alongside, same era.
Vicuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality
Wei-Lin Chiang, Zhuohan Li, Zi Lin, Ying Sheng, Zhanghao Wu, Hao Zhang, Lianmin Zheng, Siyuan Zhuang, Yonghao Zhuang, Joseph E. Gonzalez, Ion Stoica, and Eric P. Xing. 2023 · 2023
Cited alongside, same era.
QLoRA: Efficient Finetuning of Quantized LLMs
Tim Dettmers, Artidoro Pagnoni, Ari Holtzman, and Luke Zettlemoyer. 2023 · 2023
Cited alongside, same era.
Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Tianwei Zhang, Yepang Liu, Haoyu Wang, Yan Zheng, and Yang Liu. 2023 · 2023
Closest in time.
Assessing the usefulness of a large language model to query and summarize unstructured medical notes in intensive care
Michael G Madden, Bairbre A McNicholas, and John G Laffey. 2023 · 2023
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Commercial Models
OpenAI. 2023 · 2023
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OWASP Top 10 List for Large Language Models version 0.1
OWASP. 2023a · 2023
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SQL Injection
OWASP. 2023b · 2023
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Evaluation on AGI/GPT based on the DIKWP for: Anthropic’s Claude
Chengxiang Ren, Lixu Shao, Yingbo Li, and Yucong Duan. 2023 · 2023
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BlueHat 2023: Mark Russinovich Keynote
Mark Russinovich. 2023 · 2023
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LLaMA 2 - Every Resource you need
Philipp Schmid. 2023 · 2023
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Introducing MPT-7B: A New Standard for Open-Source, Commercially Usable LLMs
MosaicML NLP Team. 2023 · 2023
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LLaMA: Open and Efficient Foundation Language Models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, Aurelien Rodriguez, Armand Joulin, Edouard Grave, and Guillaume Lample. 2023 · 2023
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How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
Yizhong Wang, Hamish Ivison, Pradeep Dasigi, Jack Hessel, Tushar Khot, Khyathi Raghavi Chandu, David Wadden, Kelsey MacMillan, Noah A. Smith, Iz Beltagy, and Hannaneh Hajishirzi. 2023 · 2023
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