Datasets and Models for Authorship Attribution on Italian Personal Writings
Institute of Linguistics and Language Technology, University of Malta（马耳他大学语言学与语言技术研究所）；Center for Language and Cognition, University of Groningen（格罗宁根大学语言与认知中心）
英文摘要：
Existing research on Authorship Attribution (AA) focuses on texts for which a lot of data is available (e.g novels), mainly in English. We approach AA via Authorship Verification on short Italian texts in two novel datasets, and analyze the interaction between genre, topic, gender and length. Results show that AV is feasible even with little data, but more evidence helps. Gender and topic can be indicative clues, and if not controlled for, they might overtake more specific aspects of personal style.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
