ChatGPT Generated Conversation
Research on ChatGPT-generated conversations explores how this large language model (LLM) performs in various interactive contexts, focusing on its capabilities, limitations, and potential biases. Current studies investigate its application in diverse fields, including education (e.g., essay scoring, literature review assistance), healthcare (e.g., medication management, robot interaction), and software development (e.g., code generation, library recommendation), often comparing its performance to human experts or other AI models. This work is significant because it helps assess the reliability and ethical implications of LLMs in real-world applications, informing the development of responsible AI and highlighting potential risks and benefits across numerous sectors.
Papers
How is ChatGPT's behavior changing over time?
Lingjiao Chen, Matei Zaharia, James Zou
Development of the ChatGPT, Generative Artificial Intelligence and Natural Large Language Models for Accountable Reporting and Use (CANGARU) Guidelines
Giovanni E. Cacciamani, Michael B. Eppler, Conner Ganjavi, Asli Pekan, Brett Biedermann, Gary S. Collins, Inderbir S. Gill
ChatGPT is Good but Bing Chat is Better for Vietnamese Students
Xuan-Quy Dao, Ngoc-Bich Le
Extending the Frontier of ChatGPT: Code Generation and Debugging
Fardin Ahsan Sakib, Saadat Hasan Khan, A. H. M. Rezaul Karim
Mini-Giants: "Small" Language Models and Open Source Win-Win
Zhengping Zhou, Lezhi Li, Xinxi Chen, Andy Li
Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow
Maria del Rio-Chanona, Nadzeya Laurentsyeva, Johannes Wachs
C3: Zero-shot Text-to-SQL with ChatGPT
Xuemei Dong, Chao Zhang, Yuhang Ge, Yuren Mao, Yunjun Gao, lu Chen, Jinshu Lin, Dongfang Lou
Fairness of ChatGPT and the Role Of Explainable-Guided Prompts
Yashar Deldjoo
LLM-assisted Knowledge Graph Engineering: Experiments with ChatGPT
Lars-Peter Meyer, Claus Stadler, Johannes Frey, Norman Radtke, Kurt Junghanns, Roy Meissner, Gordian Dziwis, Kirill Bulert, Michael Martin
ChatGPT and Bard Responses to Polarizing Questions
Abhay Goyal, Muhammad Siddique, Nimay Parekh, Zach Schwitzky, Clara Broekaert, Connor Michelotti, Allie Wong, Lam Yin Cheung, Robin O Hanlon, Lam Yin Cheung, Munmun De Choudhury, Roy Ka-Wei Lee, Navin Kumar
ChatGPT for Digital Forensic Investigation: The Good, The Bad, and The Unknown
Mark Scanlon, Frank Breitinger, Christopher Hargreaves, Jan-Niclas Hilgert, John Sheppard
Unmasking the giant: A comprehensive evaluation of ChatGPT's proficiency in coding algorithms and data structures
Sayed Erfan Arefin, Tasnia Ashrafi Heya, Hasan Al-Qudah, Ynes Ineza, Abdul Serwadda