Research and Development

Psychoanalytic Natural Language Processing

Psychoanalytic Literary Criticism

Psychoanalytic Literary Criticism by Maud Ellmann, The Mind and the Book: A Long Look at Psychoanalytic Literary Criticism by Norman N. Holland, Examining Multiple Features for Author Profiling by Edson R. D. Weren, Anderson U. Kauer, Lucas Mizusaki, Viviane P. Moreira, J. Palazzo M. de Oliveira and Leandro K. Wives, Machine Learning Methods for Stylometry by Jacques Savoy, Authorship Attribution Using Stylometry and Machine Learning Techniques by Hoshiladevi Ramnial, Shireen Panchoo and Sameerchand Pudaruth and Deep Combination of Stylometry Features for Authorship Analysis by Pelin Canbay, Ebru A. Sezer and Hayri Sever.

Forensic Linguistics

The Routledge Handbook of Forensic Linguistics edited by Malcolm Coulthard and Alison Johnson, Forensic Linguistics: Advances in Forensic Stylistics by Gerald R. McMenamin and An Introduction to Forensic Linguistics: Language in Evidence by Malcolm Coulthard and Alison Johnson.

Sentiment Analysis

Sentiment Analysis Using Deep Learning Techniques: A Review by Qurat T. Ain, Mubashir Ali, Amna Riaz, Amna Noureen, Muhammad Kamran, Babar Hayat and A. Rehman, Deep Learning for Sentiment Analysis: A Survey by Lei Zhang, Shuai Wang and Bing Liu and Sentiment Analysis Using Deep Learning Architectures: A Review by Ashima Yadav and Dinesh K. Vishwakarma.

Ideology Analysis

Stance Detection: A Survey by Dilek Küçük and Fazli Can, Measuring Ideological Proportions in Political Speeches by Yanchuan Sim, Brice D. L. Acree, Justin H. Gross and Noah A. Smith and Measuring Political Positions from Legislative Speech by Benjamin E. Lauderdale and Alexander Herzog.

Values Analysis

Natural Language Processing for Personal Values and Human Activities by Steven Wilson and Identifying the Human Values behind Arguments by Johannes Kiesel, Milad Alshomary, Nicolas Handke, Xiaoni Cai, Henning Wachsmuth and Benno Stein.

Personality Modeling

Using Syntactic Features to Predict Author Personality from Text by Kim Luyckx and Walter Daelemans, Psychological Profiling through Textual Analysis by John Noecker, Michael Ryan and Patrick Juola, A Survey of Automatic Personality Detection from Texts by Sanja Štajner and Seren Yenikent, Bottom-up and Top-down: Predicting Personality with Psycholinguistic and Language Model Features by Yash Mehta, Samin Fatehi, Amirmohammad Kazameini, Clemens Stachl, Erik Cambria and Sauleh Eetemadi, The State-of-the-art in Text-based Automatic Personality Prediction by Ali-Reza Feizi-Derakhshi, Mohammad-Reza Feizi-Derakhshi, Majid Ramezani, Narjes Nikzad-Khasmakhi, Meysam Asgari-Chenaghlu, Taymaz Akan, Mehrdad Ranjbar-Khadivi, Elnaz Zafarni-Moattar and Zoleikha Jahanbakhsh-Naghadeh, Deep Learning Based Fusion Strategies for Personality Prediction by Kamal El-Demerdash, Reda A. El-Khoribi, Mahmoud A. Ismail Shoman and Sherif Abdou and A Survey On: Personality Prediction from Multimedia through Machine Learning by Brijesh K. Singh, Mansi Katiyar, Shefali Gupta and Nikam G. Ganpatrao.

Cognitive Modeling

The Routledge Handbook of Language Testing edited by Glenn Fulcher and Fred Davidson, Diagnostic Assessment in Language Classrooms by Eunice E. Jang and Jeanne Sinclair, Language Assessment in the Educational Context by Dina Tsagari and Jayanti Banerjee, Cognitive Diagnostic Assessment for Education: Theory and Applications edited by Jacqueline Leighton and Mark Gierl, Cognitive Diagnosis Approaches to Language Assessment: An Overview by Yong-Won Lee and Yasuyo Sawaki, Diagnosing University Students' Academic Writing in English: Is Cognitive Diagnostic Modelling the Way Forward? by Qin Xie and Future of Diagnostic Language Assessment by Yong-Won Lee.

Artificial Theory of Mind

Reading Literary Fiction Improves Theory of Mind by David C. Kidd and Emanuele Castano, Inferences about Mental States by Jason P. Mitchell, Simulating Minds: The Philosophy, Psychology, and Neuroscience of Mindreading by Alvin I. Goldman, Mentalizing under Uncertainty: Dissociated Neural Responses to Ambiguous and Unambiguous Mental State Inferences by Adrianna C. Jenkins and Jason P. Mitchell and The Automatic and Co-occurring Activation of Multiple Social Inferences by Andrew R. Todd, Daniel C. Molden, Jaap Ham and Roos Vonk.

Artificial Social Cognition

Social Cognition: From Brains to Culture by Susan T. Fiske and Shelley E. Taylor, Advanced Social Cognition in the Literary Arts by Joan Peskin, Raymond A. Mar and Theanna Bischoff, The Function of Fiction is the Abstraction and Simulation of Social Experience by Raymond A. Mar and Keith Oatley, Comprehending Stories and Social Situations by John B. Black, James A. Galambos and Stephen J. Read, Social Comprehension and Judgment: The Role of Situation Models, Narratives, and Implicit Theories by Robert S. Wyer, Social Cognition, Inference, and Attribution by Robert S. Wyer and Donal E. Carlston, The Neural Bases of Social Cognition and Story Comprehension by Raymond A. Mar, Social Cognition and the Brain: A Meta‐analysis by Frank van Overwalle, Social Cognitive Neuroscience: A Review of Core Processes by Matthew D. Lieberman, Functional Anatomy of Human Social Cognition by Andrea S. Heberlein and Ralph Adolphs, Integrating Automatic and Controlled Processes into Neurocognitive Models of Social Cognition by Ajay B. Satpute and Matthew D. Lieberman, Two-levels of Mental States Attribution: From Automaticity to Voluntariness by Giorgio Coricelli, The Busy Social Brain: Evidence for Automaticity and Control in the Neural Systems Supporting Social Cognition and Action Understanding by Robert P. Spunt and Matthew D. Lieberman and Social Working Memory: Neurocognitive Networks and Directions for Future Research by Meghan L. Meyer and Matthew D. Lieberman.

Narrative Psychology

The Science of Stories: An Introduction to Narrative Psychology by János László.