Papers Author Attribution
“Author Attribution” 태그가 달린 논문 13편 · 필터 해제
Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches
Authorship analysis plays an important role in diverse domains, including forensic linguistics, academia, cybersecurity, and digital content authentication. This paper presents a systematic literature review on two key s…
Author AttributionDomain GeneralizationSystematic Literature ReviewText DetectionStylomech: Unveiling Authorship via Computational Stylometry in English and Romanized Sinhala
With the advent of Web 2.0, the development in social technology coupled with global communication systematically brought positive and negative impacts to society. Copyright claims and Author identification are deemed cr…
Author AttributionAuthorship AttributionEthicsHow does Burrows' Delta work on medieval Chinese poetic texts?
Burrows' Delta was introduced in 2002 and has proven to be an effective tool for author attribution. Despite the fact that these are different languages, they mostly belong to the same grammatical type and use the same g…
Author AttributionClusteringAttribution in Scientific Literature: New Benchmark and Methods
Large language models (LLMs) present a promising yet challenging frontier for automated source citation in scientific communication. Previous approaches to citation generation have been limited by citation ambiguity and …
Author AttributionHallucinationRAGRetrieval+2On the Limitations of Large Language Models (LLMs): False Attribution
In this work, we provide insight into one important limitation of large language models (LLMs), i.e. false attribution, and introduce a new hallucination metric - Simple Hallucination Index (SHI). The task of automatic a…
Author AttributionHallucinationT5 meets Tybalt: Author Attribution in Early Modern English Drama Using Large Language Models
Large language models have shown breakthrough potential in many NLP domains. Here we consider their use for stylometry, specifically authorship identification in Early Modern English drama. We find both promising and con…
Author AttributionThe Word2vec Graph Model for Author Attribution and Genre Detection in Literary Analysis
Analyzing the writing styles of authors and articles is a key to supporting various literary analyses such as author attribution and genre detection. Over the years, rich sets of features that include stylometry, bag-of-…
ArticlesAuthor AttributionMoving Towards Open Set Incremental Learning: Readily Discovering New Authors
The classification of textual data often yields important information. Most classifiers work in a closed world setting where the classifier is trained on a known corpus, and then it is tested on unseen examples that belo…
Author AttributionClusteringGeneral ClassificationIncremental Learning+1On the Use of ArXiv as a Dataset
The arXiv has collected 1.5 million pre-print articles over 28 years, hosting literature from scientific fields including Physics, Mathematics, and Computer Science. Each pre-print features text, figures, authors, citati…
ArticlesAuthor AttributionBenchmarkingInformation Retrieval+8Authorship Attribution By Consensus Among Multiple Features
Most existing research on authorship attribution uses various lexical, syntactic and semantic features. In this paper we demonstrate an effective template-based approach for combining various syntactic features of a docu…
Author AttributionAuthorship AttributionDomain Specific Author Attribution Based on Feedforward Neural Network Language Models
Authorship attribution refers to the task of automatically determining the author based on a given sample of text. It is a problem with a long history and has a wide range of application. Building author profiles using l…
Author AttributionAuthorship AttributionLanguage ModelingLanguage ModellingAutomated Attribution and Intertextual Analysis
In this work, we employ quantitative methods from the realm of statistics and machine learning to develop novel methodologies for author attribution and textual analysis. In particular, we develop techniques and software…
Author AttributionAuthorship AttributionBIG-bench Machine LearningAuthorship detection of SMS messages using unigrams
SMS messaging is a popular media of communication. Because of its popularity and privacy, it could be used for many illegal purposes. Additionally, since they are part of the day to day life, SMSes can be used as evidenc…
Author Attribution