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Miriam Schirmer

3 accepted papers

2025

Causally Modeling the Linguistic and Social Factors that Predict Email Response

NAACL 2025long

Email is a vital conduit for human communication across businesses, organizations, and broader societal contexts. In this study, we aim to model the intents, expectations, and responsiveness in email exchanges. To this end, we release SIZZLER, a new dataset containing 1800 emails annotated with nuan…

Cited by 0SourcePDFScholar
2024

GENTRAC: A Tool for Tracing Trauma in Genocide and Mass Atrocity Court Transcripts

COLING 2024main

This paper introduces GENTRAC, an open-access web-based tool built to interactively detect and analyze potentially traumatic content in witness statements of genocide and mass atrocity trials. Harnessing recent developments in natural language processing (NLP) to detect trauma, GENTRAC processes and…

Cited by 1SourcePDFScholar
2024

The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI

EMNLP 2024finding

Psychological trauma can manifest following various distressing events and is captured in diverse online contexts. However, studies traditionally focus on a single aspect of trauma, often neglecting the transferability of findings across different scenarios. We address this gap by training various l…