{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T19:49:49Z","timestamp":1770148189473,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,1,4]],"date-time":"2024-01-04T00:00:00Z","timestamp":1704326400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,1,4]]},"DOI":"10.1145\/3632410.3632471","type":"proceedings-article","created":{"date-parts":[[2024,1,3]],"date-time":"2024-01-03T18:15:16Z","timestamp":1704305716000},"page":"237-241","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Deep dive into language traits of AI-generated Abstracts"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9882-7310","authenticated-orcid":false,"given":"Vikas","family":"Kumar","sequence":"first","affiliation":[{"name":"University of Delhi, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4018-6117","authenticated-orcid":false,"given":"Amisha","family":"Bharti","sequence":"additional","affiliation":[{"name":"University of Delhi, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-3526-2338","authenticated-orcid":false,"given":"Devanshu","family":"Verma","sequence":"additional","affiliation":[{"name":"University of Delhi, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9706-9340","authenticated-orcid":false,"given":"Vasudha","family":"Bhatnagar","sequence":"additional","affiliation":[{"name":"University of Delhi, India"}]}],"member":"320","published-online":{"date-parts":[[2024,1,4]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Taha\u00a0Bin Arif Uzair Munaf and Ibtehaj Ul-Haque. 2023. The future of medical education and research: Is ChatGPT a blessing or blight in disguise? 2181052\u00a0pages.","DOI":"10.1080\/10872981.2023.2181052"},{"key":"e_1_3_2_1_2_1","volume-title":"The Future of Metaverse in the Virtual Era and Physical World","author":"Askr Heba","unstructured":"Heba Askr, Ashraf Darwish, Aboul\u00a0Ella Hassanien, and ChatGPT. 2023. The Future of Metaverse in the Virtual Era and Physical World: Analysis and Applications. In The Future of Metaverse in the Virtual Era and Physical World. Springer, 59\u201375."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Iz Beltagy Kyle Lo and Arman Cohan. 2019. SciBERT: Pretrained Language Model for Scientific Text. In EMNLP. arXiv:arXiv:1903.10676","DOI":"10.18653\/v1\/D19-1371"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_1_5_1","volume-title":"Analysis of binary data. Vol.\u00a032","author":"Cox David\u00a0Roxbee","unstructured":"David\u00a0Roxbee Cox and E\u00a0Joyce Snell. 1989. Analysis of binary data. Vol.\u00a032. CRC press."},{"key":"e_1_3_2_1_6_1","volume-title":"The Tool for the Automatic Analysis of Cohesion 2.0: Integrating semantic similarity and text overlap. Behavior research methods 51","author":"Crossley A","year":"2019","unstructured":"Scott\u00a0A Crossley, Kristopher Kyle, and Mihai Dascalu. 2019. The Tool for the Automatic Analysis of Cohesion 2.0: Integrating semantic similarity and text overlap. Behavior research methods 51 (2019), 14\u201327."},{"key":"e_1_3_2_1_7_1","volume-title":"The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion. Behavior research methods 48","author":"Crossley A","year":"2016","unstructured":"Scott\u00a0A Crossley, Kristopher Kyle, and Danielle\u00a0S McNamara. 2016. The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion. Behavior research methods 48 (2016), 1227\u20131237."},{"key":"e_1_3_2_1_8_1","volume-title":"Is GPT-3 text indistinguishable from human text? SCARECROW: A framework for scrutinizing machine text. arXiv preprint arXiv:2107.01294","author":"Dou Yao","year":"2021","unstructured":"Yao Dou, Maxwell Forbes, Rik Koncel-Kedziorski, Noah\u00a0A Smith, and Yejin Choi. 2021. Is GPT-3 text indistinguishable from human text? SCARECROW: A framework for scrutinizing machine text. arXiv preprint arXiv:2107.01294 (2021)."},{"key":"e_1_3_2_1_9_1","volume-title":"Abstracts written by ChatGPT fool scientists. Nature 613, 7944","author":"Else Holly","year":"2023","unstructured":"Holly Else. 2023. Abstracts written by ChatGPT fool scientists. Nature 613, 7944 (2023), 423\u2013423."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-023-00819-6"},{"key":"e_1_3_2_1_12_1","volume-title":"Extremely randomized trees. Machine learning 63","author":"Geurts Pierre","year":"2006","unstructured":"Pierre Geurts, Damien Ernst, and Louis Wehenkel. 2006. Extremely randomized trees. Machine learning 63 (2006), 3\u201342."},{"key":"e_1_3_2_1_13_1","volume-title":"How close is chatgpt to human experts? comparison corpus, evaluation, and detection. arXiv preprint arXiv:2301.07597","author":"Guo Biyang","year":"2023","unstructured":"Biyang Guo, Xin Zhang, Ziyuan Wang, Minqi Jiang, Jinran Nie, Yuxuan Ding, Jianwei Yue, and Yupeng Wu. 2023. How close is chatgpt to human experts? comparison corpus, evaluation, and detection. arXiv preprint arXiv:2301.07597 (2023)."},{"key":"e_1_3_2_1_14_1","unstructured":"Ioana-Raluca Johansson. 2023. A Tale of Two Texts a Robot and Authorship: a comparison between a human-written and a ChatGPT-generated text."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12195-022-00754-8"},{"key":"e_1_3_2_1_16_1","volume-title":"Linear Classifier: An Often-Forgotten Baseline for Text Classification. arXiv preprint arXiv:2306.07111","author":"Lin Yu-Chen","year":"2023","unstructured":"Yu-Chen Lin, Si-An Chen, Jie-Jyun Liu, and Chih-Jen Lin. 2023. Linear Classifier: An Often-Forgotten Baseline for Text Classification. arXiv preprint arXiv:2306.07111 (2023)."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.3390\/educsci13040410"},{"key":"e_1_3_2_1_18_1","volume-title":"Is this abstract generated by ai? a research for the gap between ai-generated scientific text and human-written scientific text. arXiv preprint arXiv:2301.10416","author":"Ma Yongqiang","year":"2023","unstructured":"Yongqiang Ma, Jiawei Liu, and Fan Yi. 2023. Is this abstract generated by ai? a research for the gap between ai-generated scientific text and human-written scientific text. arXiv preprint arXiv:2301.10416 (2023)."},{"key":"e_1_3_2_1_19_1","volume-title":"Detectgpt: Zero-shot machine-generated text detection using probability curvature. arXiv preprint arXiv:2301.11305","author":"Mitchell Eric","year":"2023","unstructured":"Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher\u00a0D Manning, and Chelsea Finn. 2023. Detectgpt: Zero-shot machine-generated text detection using probability curvature. arXiv preprint arXiv:2301.11305 (2023)."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeap.2019.100784"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"Malik Sallam. 2023. ChatGPT utility in healthcare education research and practice: systematic review on the promising perspectives and valid concerns. In Healthcare Vol.\u00a011. MDPI 887.","DOI":"10.3390\/healthcare11060887"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"Sandra\u00a0P Thomas. 2023. Grappling with the Implications of ChatGPT for Researchers Clinicians and Educators. 141\u2013142\u00a0pages.","DOI":"10.1080\/01612840.2023.2180982"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.18632\/oncoscience.571"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.5555\/211359"},{"key":"e_1_3_2_1_25_1","volume-title":"Promoting research by reducing uncertainty in academic writing: a large-scale diachronic case study on hedging in Science research articles across 25 years. Scientometrics","author":"Yao Mingxin","year":"2023","unstructured":"Mingxin Yao, Ying Wei, and Huiyu Wang. 2023. Promoting research by reducing uncertainty in academic writing: a large-scale diachronic case study on hedging in Science research articles across 25 years. Scientometrics (2023), 1\u201318."},{"key":"e_1_3_2_1_26_1","volume-title":"CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts. arXiv preprint arXiv:2304.12008","author":"Yu Peipeng","year":"2023","unstructured":"Peipeng Yu, Jiahan Chen, Xuan Feng, and Zhihua Xia. 2023. CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts. arXiv preprint arXiv:2304.12008 (2023)."}],"event":{"name":"CODS-COMAD 2024: 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","location":"Bangalore India","acronym":"CODS-COMAD 2024"},"container-title":["Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3632410.3632471","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3632410.3632471","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T13:37:29Z","timestamp":1755869849000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3632410.3632471"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,4]]},"references-count":26,"alternative-id":["10.1145\/3632410.3632471","10.1145\/3632410"],"URL":"https:\/\/doi.org\/10.1145\/3632410.3632471","relation":{},"subject":[],"published":{"date-parts":[[2024,1,4]]},"assertion":[{"value":"2024-01-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}