Stylometric Analysis of Scientific Articles

By Shane Bergsma, Matt Post, David Yarowsky. 2012

121 citations recorded by the source corpus.

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Citations in the corpus

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task (2017, background): “…such as age (Pennebaker and Stone, 2003; Argamon et al., 2003; Schler et al., 2006; Rosenthal and McKeown, 2011; Nguyen et al., 2011), gender (Argamon et al., 2003; Schler et al., 2006; Bamman et al., 2014), and native language (Koppel et al., 2005; Tsur and Rappoport, 2007; Bergsma et al., 2012).”
"How Old Do You Think I Am?" A Study of Language and Age in Twitter (2013, background): “…and age have been done on a wide range of resources, including telephone conversations (Garera and Yarowsky 2009), blogs (Sarawgi, Gajulapalli, and Choi 2011), forum posts (Nguyen, Smith, and Ros´e 2011) and scientiﬁc articles (Bergsma, Post, and Yarowsky 2012; Sarawgi, Gajulapalli, and Choi 2011).”
Story Cloze Task: UW NLP System (2017, neutral): “(Argamon et al., 2003; Schler et al., 2006; Bamman et al., 2014), and native language (Koppel et al., 2005; Tsur and Rappoport, 2007; Bergsma et al., 2012).”
Native Language Cognate Effects on Second Language Lexical Choice (2018, background): “…from L1 facilitate various computational tasks, including automatic detection of highly competent non-native writers (Tomokiyo and Jones, 2001; Bergsma et al., 2012), identification of the mother tongue of English learners (Koppel et al., 2005; Tetreault et al., 2013; Tsvetkov et al., 2013;…”
Characterizing the Language of Online Communities and its Relation to Community Reception (2016, methodology): “For modeling style, a popular approach has been combining the selected words with part-of-speech (POS) tags to construct models for genre detection (Stamatatos et al., 2000; Feldman et al., 2009; Bergsma et al., 2012) and data selection (Iyer and Ostendorf, 1999; Axelrod, 2014).”
The ACL Anthology Network Corpus as a Resource for NLP-based Bibliometrics (2013, unknown): “, 2011), analyzing research dynamics (Gupta & Manning, 2011), stylometric analysis of scientific articles (Bergsma et al., 2012), publication ranking (Jiang et al.”
Separating Fact from Fear: Tracking Flu Infections on Twitter (2013, methodology): “Motivated by Bergsma et al. (2012), we complement 3-grams with additional features that capture longer spans of text and generalize using part of speech tags.”
Computational Sociolinguistics: A Survey (2016, background): “Bergsma, Post, and Yarowsky (2012) experimented with three types of syntax features and found features based on single-level contextfree-grammar (CFG) rules (e.g., NP→ PRP) to be the most effective.”