Measuring Linguistic Synchrony in Psychotherapy

no code implementations • NAACL (CLPsych) 2022 • Natalie Shapira, Dana Atzil-Slonim, Rivka Tuval Mashiach, Ori Shapira

We study the phenomenon of linguistic synchrony between clients and therapists in a psychotherapy process.

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Hebrew Psychological Lexicons

1 code implementation • NAACL (CLPsych) 2021 • Natalie Shapira, Dana Atzil-Slonim, Daniel Juravski, Moran Baruch, Dana Stolowicz-Melman, Adar Paz, Tal Alfi-Yogev, Roy Azoulay, Adi Singer, Maayan Revivo, Chen Dahbash, Limor Dayan, Tamar Naim, Lidar Gez, Boaz Yanai, Adva Maman, Adam Nadaf, Elinor Sarfati, Amna Baloum, Tal Naor, Ephraim Mosenkis, Badreya Sarsour, Jany Gelfand Morgenshteyn, Yarden Elias, Liat Braun, Moria Rubin, Matan Kenigsbuch, Noa Bergwerk, Noam Yosef, Sivan Peled, Coral Avigdor, Rahav Obercyger, Rachel Mann, Tomer Alper, Inbal Beka, Ori Shapira, Yoav Goldberg

We introduce a large set of Hebrew lexicons pertaining to psychological aspects.

Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions

no code implementations • NAACL (CLPsych) 2021 • Adam Tsakalidis, Dana Atzil-Slonim, Asaf Polakovski, Natalie Shapira, Rivka Tuval-Mashiach, Maria Liakata

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.

Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models

no code implementations • 24 May 2023 • Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz

The escalating debate on AI's capabilities warrants developing reliable metrics to assess machine "intelligence".