@inproceedings{tsakalidis-etal-2021-automatic,
title = "Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions",
author = "Tsakalidis, Adam and
Atzil-Slonim, Dana and
Polakovski, Asaf and
Shapira, Natalie and
Tuval-Mashiach, Rivka and
Liakata, Maria",
editor = "Goharian, Nazli and
Resnik, Philip and
Yates, Andrew and
Ireland, Molly and
Niederhoffer, Kate and
Resnik, Rebecca",
booktitle = "Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.clpsych-1.15/",
doi = "10.18653/v1/2021.clpsych-1.15",
pages = "122--128",
abstract = "We present the first work on automatically capturing alliance rupture in transcribed therapy sessions, trained on the text and self-reported rupture scores from both therapists and clients. Our NLP baseline outperforms a strong majority baseline by a large margin and captures client reported ruptures unidentified by therapists in 40{\%} of such cases."
}
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%0 Conference Proceedings
%T Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions
%A Tsakalidis, Adam
%A Atzil-Slonim, Dana
%A Polakovski, Asaf
%A Shapira, Natalie
%A Tuval-Mashiach, Rivka
%A Liakata, Maria
%Y Goharian, Nazli
%Y Resnik, Philip
%Y Yates, Andrew
%Y Ireland, Molly
%Y Niederhoffer, Kate
%Y Resnik, Rebecca
%S Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access
%D 2021
%8 June
%I Association for Computational Linguistics
%C Online
%F tsakalidis-etal-2021-automatic
%X We present the first work on automatically capturing alliance rupture in transcribed therapy sessions, trained on the text and self-reported rupture scores from both therapists and clients. Our NLP baseline outperforms a strong majority baseline by a large margin and captures client reported ruptures unidentified by therapists in 40% of such cases.
%R 10.18653/v1/2021.clpsych-1.15
%U https://aclanthology.org/2021.clpsych-1.15/
%U https://doi.org/10.18653/v1/2021.clpsych-1.15
%P 122-128
Markdown (Informal)
[Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions](https://aclanthology.org/2021.clpsych-1.15/) (Tsakalidis et al., CLPsych 2021)
ACL