From humans to machines: can ChatGPT-like LLMs effectively replace human annotators in NLP tasks

Surendrabikram Thapa, Usman Naseem, Mehwish Nasim

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

Original language	English
Title of host publication	Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media
Publisher	Association for the Advancement of Artificial Intelligence (AAAI)
DOIs	https://doi.org/10.36190/2023.15
Publication status	Published - Jun 2023
Event	17th International AAAI Conference on Web and Social Media - Limassol, Cyprus Duration: 5 Jun 2023 → 8 Jun 2023

Conference	17th International AAAI Conference on Web and Social Media
Abbreviated title	ICWSM 2023
Country/Territory	Cyprus
City	Limassol
Period	5/06/23 → 8/06/23

Access to Document

@inproceedings{94205144dd7945cc99b5a6544451b668,

title = "From humans to machines: can ChatGPT-like LLMs effectively replace human annotators in NLP tasks",

author = "Surendrabikram Thapa and Usman Naseem and Mehwish Nasim",

year = "2023",

month = jun,

doi = "10.36190/2023.15",

language = "English",

booktitle = "Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media",

publisher = "Association for the Advancement of Artificial Intelligence (AAAI)",

note = "17th International AAAI Conference on Web and Social Media, ICWSM 2023 ; Conference date: 05-06-2023 Through 08-06-2023",

}

Thapa, S, Naseem, U & Nasim, M 2023, From humans to machines: can ChatGPT-like LLMs effectively replace human annotators in NLP tasks. in Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media . Association for the Advancement of Artificial Intelligence (AAAI), 17th International AAAI Conference on Web and Social Media, Limassol, Cyprus, 5/06/23. https://doi.org/10.36190/2023.15

From humans to machines: can ChatGPT-like LLMs effectively replace human annotators in NLP tasks. / Thapa, Surendrabikram; Naseem, Usman; Nasim, Mehwish.
Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media . Association for the Advancement of Artificial Intelligence (AAAI), 2023.

Research output: Chapter in Book/Conference paper › Conference paper › peer-review

TY - GEN

T1 - From humans to machines: can ChatGPT-like LLMs effectively replace human annotators in NLP tasks

AU - Thapa, Surendrabikram

AU - Naseem, Usman

AU - Nasim, Mehwish

PY - 2023/6

Y1 - 2023/6

U2 - 10.36190/2023.15

DO - 10.36190/2023.15

M3 - Conference paper

BT - Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media

PB - Association for the Advancement of Artificial Intelligence (AAAI)

T2 - 17th International AAAI Conference on Web and Social Media

Y2 - 5 June 2023 through 8 June 2023

ER -