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New Dataset Launched for Studying Social Influence in Teen Communication

Researchers have introduced IMPACTeen, a new dataset designed to study social influence in adolescent communication. The dataset comprises 1,021 texts and over 5,000 annotation records, capturing influence techniques, intentions, and consequences from multiple annotator perspectives including teenagers, parents, and experts. Generated using constrained LLM techniques and refined through human editing, IMPACTeen is available in both Polish and English, aiming to advance research in social influence detection and language model training. AI

IMPACT Facilitates research into AI's role in social influence and communication.

RANK_REASON The cluster describes the release of a new dataset for research purposes, detailed in an academic paper.

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

COVERAGE [2]

  1. arXiv cs.AI TIER_1 English(EN) · Aleksander Szcz\k{e}sny, Wiktoria Mieleszczenko-Kowszewicz, Maciej Markiewicz, Beata Bajcar, Tomasz Adamczyk, Jolanta Babiak, Grzegorz Chodak, Przemys{\l}aw Kazienko ·

    IMPACTeen: Intentions, Manipulation, Persuasion, Annotations, and Consequences in Teen Communication Dataset

    arXiv:2606.16910v1 Announce Type: cross Abstract: IMPACTeen is a dataset of textual social influence scenarios spanning interpersonal, media-based, and digital settings in an adolescent context. It contains 1,021 texts, 5,100 individual annotation records, and gold labels for soc…

  2. arXiv cs.AI TIER_1 English(EN) · Przemysław Kazienko ·

    IMPACTeen: Intentions, Manipulation, Persuasion, Annotations, and Consequences in Teen Communication Dataset

    IMPACTeen is a dataset of textual social influence scenarios spanning interpersonal, media-based, and digital settings in an adolescent context. It contains 1,021 texts, 5,100 individual annotation records, and gold labels for social influence techniques, with each text annotated…