Hebrew Psychological Lexicons
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
Correct Metadata for
Abstract
We introduce a large set of Hebrew lexicons pertaining to psychological aspects. These lexicons are useful for various psychology applications such as detecting emotional state, well being, relationship quality in conversation, identifying topics (e.g., family, work) and many more. We discuss the challenges in creating and validating lexicons in a new language, and highlight our methodological considerations in the data-driven lexicon construction process. Most of the lexicons are publicly available, which will facilitate further research on Hebrew clinical psychology text analysis. The lexicons were developed through data driven means, and verified by domain experts, clinical psychologists and psychology students, in a process of reconciliation with three judges. Development and verification relied on a dataset of a total of 872 psychotherapy session transcripts. We describe the construction process of each collection, the final resource and initial results of research studies employing this resource.- Anthology ID:
- 2021.clpsych-1.6
- Volume:
- Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access
- Month:
- June
- Year:
- 2021
- Address:
- Online
- Editors:
- Nazli Goharian, Philip Resnik, Andrew Yates, Molly Ireland, Kate Niederhoffer, Rebecca Resnik
- Venue:
- CLPsych
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 55–69
- Language:
- URL:
- https://aclanthology.org/2021.clpsych-1.6/
- DOI:
- 10.18653/v1/2021.clpsych-1.6
- Bibkey:
- Cite (ACL):
- 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, and Yoav Goldberg. 2021. Hebrew Psychological Lexicons. In Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access, pages 55–69, Online. Association for Computational Linguistics.
- Cite (Informal):
- Hebrew Psychological Lexicons (Shapira et al., CLPsych 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.clpsych-1.6.pdf
Export citation
@inproceedings{shapira-etal-2021-hebrew,
title = "{H}ebrew Psychological Lexicons",
author = "Shapira, Natalie and
Atzil-Slonim, Dana and
Juravski, Daniel and
Baruch, Moran and
Stolowicz-Melman, Dana and
Paz, Adar and
Alfi-Yogev, Tal and
Azoulay, Roy and
Singer, Adi and
Revivo, Maayan and
Dahbash, Chen and
Dayan, Limor and
Naim, Tamar and
Gez, Lidar and
Yanai, Boaz and
Maman, Adva and
Nadaf, Adam and
Sarfati, Elinor and
Baloum, Amna and
Naor, Tal and
Mosenkis, Ephraim and
Sarsour, Badreya and
Gelfand Morgenshteyn, Jany and
Elias, Yarden and
Braun, Liat and
Rubin, Moria and
Kenigsbuch, Matan and
Bergwerk, Noa and
Yosef, Noam and
Peled, Sivan and
Avigdor, Coral and
Obercyger, Rahav and
Mann, Rachel and
Alper, Tomer and
Beka, Inbal and
Shapira, Ori and
Goldberg, Yoav",
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-1.6/",
doi = "10.18653/v1/2021.clpsych-1.6",
pages = "55--69",
abstract = "We introduce a large set of Hebrew lexicons pertaining to psychological aspects. These lexicons are useful for various psychology applications such as detecting emotional state, well being, relationship quality in conversation, identifying topics (e.g., family, work) and many more. We discuss the challenges in creating and validating lexicons in a new language, and highlight our methodological considerations in the data-driven lexicon construction process. Most of the lexicons are publicly available, which will facilitate further research on Hebrew clinical psychology text analysis. The lexicons were developed through data driven means, and verified by domain experts, clinical psychologists and psychology students, in a process of reconciliation with three judges. Development and verification relied on a dataset of a total of 872 psychotherapy session transcripts. We describe the construction process of each collection, the final resource and initial results of research studies employing this resource."
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<abstract>We introduce a large set of Hebrew lexicons pertaining to psychological aspects. These lexicons are useful for various psychology applications such as detecting emotional state, well being, relationship quality in conversation, identifying topics (e.g., family, work) and many more. We discuss the challenges in creating and validating lexicons in a new language, and highlight our methodological considerations in the data-driven lexicon construction process. Most of the lexicons are publicly available, which will facilitate further research on Hebrew clinical psychology text analysis. The lexicons were developed through data driven means, and verified by domain experts, clinical psychologists and psychology students, in a process of reconciliation with three judges. Development and verification relied on a dataset of a total of 872 psychotherapy session transcripts. We describe the construction process of each collection, the final resource and initial results of research studies employing this resource.</abstract>
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%0 Conference Proceedings %T Hebrew Psychological Lexicons %A Shapira, Natalie %A Atzil-Slonim, Dana %A Juravski, Daniel %A Baruch, Moran %A Stolowicz-Melman, Dana %A Paz, Adar %A Alfi-Yogev, Tal %A Azoulay, Roy %A Singer, Adi %A Revivo, Maayan %A Dahbash, Chen %A Dayan, Limor %A Naim, Tamar %A Gez, Lidar %A Yanai, Boaz %A Maman, Adva %A Nadaf, Adam %A Sarfati, Elinor %A Baloum, Amna %A Naor, Tal %A Mosenkis, Ephraim %A Sarsour, Badreya %A Gelfand Morgenshteyn, Jany %A Elias, Yarden %A Braun, Liat %A Rubin, Moria %A Kenigsbuch, Matan %A Bergwerk, Noa %A Yosef, Noam %A Peled, Sivan %A Avigdor, Coral %A Obercyger, Rahav %A Mann, Rachel %A Alper, Tomer %A Beka, Inbal %A Shapira, Ori %A Goldberg, Yoav %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 shapira-etal-2021-hebrew %X We introduce a large set of Hebrew lexicons pertaining to psychological aspects. These lexicons are useful for various psychology applications such as detecting emotional state, well being, relationship quality in conversation, identifying topics (e.g., family, work) and many more. We discuss the challenges in creating and validating lexicons in a new language, and highlight our methodological considerations in the data-driven lexicon construction process. Most of the lexicons are publicly available, which will facilitate further research on Hebrew clinical psychology text analysis. The lexicons were developed through data driven means, and verified by domain experts, clinical psychologists and psychology students, in a process of reconciliation with three judges. Development and verification relied on a dataset of a total of 872 psychotherapy session transcripts. We describe the construction process of each collection, the final resource and initial results of research studies employing this resource. %R 10.18653/v1/2021.clpsych-1.6 %U https://aclanthology.org/2021.clpsych-1.6/ %U https://doi.org/10.18653/v1/2021.clpsych-1.6 %P 55-69
Markdown (Informal)
[Hebrew Psychological Lexicons](https://aclanthology.org/2021.clpsych-1.6/) (Shapira et al., CLPsych 2021)
- Hebrew Psychological Lexicons (Shapira et al., CLPsych 2021)
ACL
- 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, and Yoav Goldberg. 2021. Hebrew Psychological Lexicons. In Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access, pages 55–69, Online. Association for Computational Linguistics.