mlsanityData to 14 Oct 2026

Exploring Linguistic Style Matching in Online Communities: The Role of Social Context and Conversation Dynamics

arXiv 2307.02758 ↗First posted 6 Jul 2023cs.CLcited by 1

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Abstract (arXiv)

Linguistic style matching (LSM) in conversations can be reflective of several aspects of social influence such as power or persuasion. However, how LSM relates to the outcomes of online communication on platforms such as Reddit is an unknown question. In this study, we analyze a large corpus of two-party conversation threads in Reddit where we identify all occurrences of LSM using two types of style: the use of function words and formality. Using this framework, we examine how levels of LSM differ in conversations depending on several social factors within Reddit: post and subreddit features, conversation depth, user tenure, and the controversiality of a comment. Finally, we measure the change of LSM following loss of status after community banning. Our findings reveal the interplay of LSM in Reddit conversations with several community metrics, suggesting the importance of understanding conversation engagement when understanding community dynamics.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 4 of its 48 references that are in the map. First posted on arXiv 6 Jul 2023.

Builds on

4 of 48 references.

References · 4

  1. 2019RoBERTa: A Robustly Optimized BERT Pretraining Approachcited by 13,372
  2. 2020The Pushshift Reddit Datasetcited by 292
  3. 2018Dear Sir or Madam, May I introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfercited by 211
  4. 2014Controversy and Sentiment in Online Newscited by 6

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