Can large language models transform computational social science?
Large language models (LLMs) are capable of successfully performing many language
processing tasks zero-shot (without training data). If zero-shot LLMs can also reliably classify …
processing tasks zero-shot (without training data). If zero-shot LLMs can also reliably classify …
You can (not) say what you want: Using algospeak to contest and evade algorithmic content moderation on TikTok
E Steen, K Yurechko, D Klug - Social Media+ Society, 2023 - journals.sagepub.com
Social media users have long been aware of opaque content moderation systems and how
they shape platform environments. On TikTok, creators increasingly utilize algospeak to …
they shape platform environments. On TikTok, creators increasingly utilize algospeak to …
NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms
The performance of Large Language Models (LLMs) degrades from the temporal drift
between data used for model training and newer text seen during inference. One …
between data used for model training and newer text seen during inference. One …
[HTML][HTML] Networks and identity drive the spatial diffusion of linguistic innovation in urban and rural areas
Cultural innovation (eg, music, beliefs, language) tends to be adopted regionally. The
geographic area where innovation is adopted is often attributed to one of two factors:(i) …
geographic area where innovation is adopted is often attributed to one of two factors:(i) …
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles
A dog whistle is a form of coded communication that carries a secondary meaning to specific
audiences and is often weaponized for racial and socioeconomic discrimination. Dog …
audiences and is often weaponized for racial and socioeconomic discrimination. Dog …
Social Meme-ing: Measuring Linguistic Variation in Memes
Much work in the space of NLP has used computational methods to explore sociolinguistic
variation in text. In this paper, we argue that memes, as multimodal forms of language …
variation in text. In this paper, we argue that memes, as multimodal forms of language …
Networks and Identity Drive Geographic Properties of the Diffusion of Linguistic Innovation
A Ananthasubramaniam, D Jurgens… - arXiv preprint arXiv …, 2022 - arxiv.org
Adoption of cultural innovation (eg, music, beliefs, language) is often geographically
correlated, with adopters largely residing within the boundaries of relatively few well-studied …
correlated, with adopters largely residing within the boundaries of relatively few well-studied …
[HTML][HTML] How position in the network determines the fate of lexical innovations on Twitter
L Tarrade, JP Chevrot, JP Magué - PLOS Complex Systems, 2024 - journals.plos.org
This study analyzes the diffusion of lexical innovations on Twitter to understand how the
social network position of adopters impacts their success. Looking at both successful and …
social network position of adopters impacts their success. Looking at both successful and …
All-purpose haters: characterizing hate communities on Reddit
D Hickey - 2024 - ir.library.oregonstate.edu
Prior studies examining hate subreddits (communities within Reddit. com) have brought
valuable insights into how social media platforms and society can reduce online hate …
valuable insights into how social media platforms and society can reduce online hate …
Le réseau de communication comme variable de base des dynamiques linguistiques
JR de Arellano - La linguistique, 2023 - shs.cairn.info
Le réseau de communication comme variable de base des dynamiques linguistiques | Cairn.info
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