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The effectiveness of digital treatments can be measured by requiring patients to self-report their state through applications, however, it can be overwhelming and causes disengagement. We conduct a study to explore the impact of…

Context: Gamification is an emerging subject that has been applied in different areas, bringing contributions to different types of activities. Objective: This paper aims to characterize how gamification has been adopted in non-educational…

Software Engineering · Computer Science 2020-11-17 Daniel Porto , Gabriela Jesus , Fabiano Ferrari , Sandra Fabbri

While the situation has improved for text-only models, it again seems to be the case currently that multimodal (text and image) models develop faster than ways to evaluate them. In this paper, we bring a recently developed evaluation…

Computation and Language · Computer Science 2024-12-12 Sherzod Hakimov , Yerkezhan Abdullayeva , Kushal Koshti , Antonia Schmidt , Yan Weiser , Anne Beyer , David Schlangen

Psychological measurement is essential for mental health, self-understanding, and personal development. Traditional methods, such as self-report scales and psychologist interviews, often face challenges with engagement and accessibility.…

Computation and Language · Computer Science 2024-08-30 Qisen Yang , Zekun Wang , Honghui Chen , Shenzhi Wang , Yifan Pu , Xin Gao , Wenhao Huang , Shiji Song , Gao Huang

Recent years, there has been growing interests in experience-driven procedural level generation. Various metrics have been formulated to model player experience and help generate personalised levels. In this work, we question whether…

Artificial Intelligence · Computer Science 2022-07-06 Keyuan Zhang , Jiayu Bai , Jialin Liu

Game-based interactive driving simulations have emerged as versatile platforms for advancing decision-making algorithms in road transport mobility. While these environments offer safe, scalable, and engaging settings for testing driving…

Robotics · Computer Science 2025-09-09 Zhihao Lin , Zhen Tian

Asymmetric self-play has emerged as a promising paradigm for post-training large language models, where a teacher continually generates questions for a student to solve at the edge of the student's learnability. Although these methods…

Machine Learning · Computer Science 2026-03-18 Swadesh Jana , Cansu Sancaktar , Tomáš Daniš , Georg Martius , Antonio Orvieto , Pavel Kolev

Recently, there have been several high-profile achievements of agents learning to play games against humans and beat them. In this paper, we study the problem of training intelligent agents in service of game development. Unlike the agents…

As modern video games become increasingly complex, traditional manual testing methods are proving costly and inefficient, limiting the ability to ensure high-quality game experiences. While advancements in Artificial Intelligence (AI) offer…

Human-Computer Interaction · Computer Science 2026-04-07 Boran Zhang , Muhan Xu , Zhijun Pan

Studies of human cognition often rely on brief, highly controlled tasks that emphasize group-level effects but poorly capture the rich variability within and between individuals. A suite of minigames built on the novel pixelDOPA platform…

Human-Computer Interaction · Computer Science 2026-02-12 Dom CP Marticorena , Zeyu Lu , Chris Wissmann , Yash Agarwal , David Garrison , John M Zempel , Dennis L Barbour

Games have been the perfect test-beds for artificial intelligence research for the characteristics that widely exist in real-world scenarios. Learning and optimisation, decision making in dynamic and uncertain environments, game theory,…

Artificial Intelligence · Computer Science 2024-06-05 Chengpeng Hu , Yunlong Zhao , Ziqi Wang , Haocheng Du , Jialin Liu

While the complexity of 21st-century demands has promoted pedagogical approaches to foster complex competencies, a persistent gap remains between in-class learning activities and individualized learning or assessment practices. To address…

Human-Computer Interaction · Computer Science 2025-06-09 Eunhye Grace Ko , Soo Hyoung Joo

Language models demonstrate both quantitative improvement and new qualitative capabilities with increasing scale. Despite their potentially transformative impact, these new capabilities are as yet poorly characterized. In order to inform…

Computation and Language · Computer Science 2023-06-13 Aarohi Srivastava , Abhinav Rastogi , Abhishek Rao , Abu Awal Md Shoeb , Abubakar Abid , Adam Fisch , Adam R. Brown , Adam Santoro , Aditya Gupta , Adrià Garriga-Alonso , Agnieszka Kluska , Aitor Lewkowycz , Akshat Agarwal , Alethea Power , Alex Ray , Alex Warstadt , Alexander W. Kocurek , Ali Safaya , Ali Tazarv , Alice Xiang , Alicia Parrish , Allen Nie , Aman Hussain , Amanda Askell , Amanda Dsouza , Ambrose Slone , Ameet Rahane , Anantharaman S. Iyer , Anders Andreassen , Andrea Madotto , Andrea Santilli , Andreas Stuhlmüller , Andrew Dai , Andrew La , Andrew Lampinen , Andy Zou , Angela Jiang , Angelica Chen , Anh Vuong , Animesh Gupta , Anna Gottardi , Antonio Norelli , Anu Venkatesh , Arash Gholamidavoodi , Arfa Tabassum , Arul Menezes , Arun Kirubarajan , Asher Mullokandov , Ashish Sabharwal , Austin Herrick , Avia Efrat , Aykut Erdem , Ayla Karakaş , B. Ryan Roberts , Bao Sheng Loe , Barret Zoph , Bartłomiej Bojanowski , Batuhan Özyurt , Behnam Hedayatnia , Behnam Neyshabur , Benjamin Inden , Benno Stein , Berk Ekmekci , Bill Yuchen Lin , Blake Howald , Bryan Orinion , Cameron Diao , Cameron Dour , Catherine Stinson , Cedrick Argueta , César Ferri Ramírez , Chandan Singh , Charles Rathkopf , Chenlin Meng , Chitta Baral , Chiyu Wu , Chris Callison-Burch , Chris Waites , Christian Voigt , Christopher D. Manning , Christopher Potts , Cindy Ramirez , Clara E. Rivera , Clemencia Siro , Colin Raffel , Courtney Ashcraft , Cristina Garbacea , Damien Sileo , Dan Garrette , Dan Hendrycks , Dan Kilman , Dan Roth , Daniel Freeman , Daniel Khashabi , Daniel Levy , Daniel Moseguí González , Danielle Perszyk , Danny Hernandez , Danqi Chen , Daphne Ippolito , Dar Gilboa , David Dohan , David Drakard , David Jurgens , Debajyoti Datta , Deep Ganguli , Denis Emelin , Denis Kleyko , Deniz Yuret , Derek Chen , Derek Tam , Dieuwke Hupkes , Diganta Misra , Dilyar Buzan , Dimitri Coelho Mollo , Diyi Yang , Dong-Ho Lee , Dylan Schrader , Ekaterina Shutova , Ekin Dogus Cubuk , Elad Segal , Eleanor Hagerman , Elizabeth Barnes , Elizabeth Donoway , Ellie Pavlick , Emanuele Rodola , Emma Lam , Eric Chu , Eric Tang , Erkut Erdem , Ernie Chang , Ethan A. Chi , Ethan Dyer , Ethan Jerzak , Ethan Kim , Eunice Engefu Manyasi , Evgenii Zheltonozhskii , Fanyue Xia , Fatemeh Siar , Fernando Martínez-Plumed , Francesca Happé , Francois Chollet , Frieda Rong , Gaurav Mishra , Genta Indra Winata , Gerard de Melo , Germán Kruszewski , Giambattista Parascandolo , Giorgio Mariani , Gloria Wang , Gonzalo Jaimovitch-López , Gregor Betz , Guy Gur-Ari , Hana Galijasevic , Hannah Kim , Hannah Rashkin , Hannaneh Hajishirzi , Harsh Mehta , Hayden Bogar , Henry Shevlin , Hinrich Schütze , Hiromu Yakura , Hongming Zhang , Hugh Mee Wong , Ian Ng , Isaac Noble , Jaap Jumelet , Jack Geissinger , Jackson Kernion , Jacob Hilton , Jaehoon Lee , Jaime Fernández Fisac , James B. Simon , James Koppel , James Zheng , James Zou , Jan Kocoń , Jana Thompson , Janelle Wingfield , Jared Kaplan , Jarema Radom , Jascha Sohl-Dickstein , Jason Phang , Jason Wei , Jason Yosinski , Jekaterina Novikova , Jelle Bosscher , Jennifer Marsh , Jeremy Kim , Jeroen Taal , Jesse Engel , Jesujoba Alabi , Jiacheng Xu , Jiaming Song , Jillian Tang , Joan Waweru , John Burden , John Miller , John U. Balis , Jonathan Batchelder , Jonathan Berant , Jörg Frohberg , Jos Rozen , Jose Hernandez-Orallo , Joseph Boudeman , Joseph Guerr , Joseph Jones , Joshua B. Tenenbaum , Joshua S. Rule , Joyce Chua , Kamil Kanclerz , Karen Livescu , Karl Krauth , Karthik Gopalakrishnan , Katerina Ignatyeva , Katja Markert , Kaustubh D. Dhole , Kevin Gimpel , Kevin Omondi , Kory Mathewson , Kristen Chiafullo , Ksenia Shkaruta , Kumar Shridhar , Kyle McDonell , Kyle Richardson , Laria Reynolds , Leo Gao , Li Zhang , Liam Dugan , Lianhui Qin , Lidia Contreras-Ochando , Louis-Philippe Morency , Luca Moschella , Lucas Lam , Lucy Noble , Ludwig Schmidt , Luheng He , Luis Oliveros Colón , Luke Metz , Lütfi Kerem Şenel , Maarten Bosma , Maarten Sap , Maartje ter Hoeve , Maheen Farooqi , Manaal Faruqui , Mantas Mazeika , Marco Baturan , Marco Marelli , Marco Maru , Maria Jose Ramírez Quintana , Marie Tolkiehn , Mario Giulianelli , Martha Lewis , Martin Potthast , Matthew L. Leavitt , Matthias Hagen , Mátyás Schubert , Medina Orduna Baitemirova , Melody Arnaud , Melvin McElrath , Michael A. Yee , Michael Cohen , Michael Gu , Michael Ivanitskiy , Michael Starritt , Michael Strube , Michał Swędrowski , Michele Bevilacqua , Michihiro Yasunaga , Mihir Kale , Mike Cain , Mimee Xu , Mirac Suzgun , Mitch Walker , Mo Tiwari , Mohit Bansal , Moin Aminnaseri , Mor Geva , Mozhdeh Gheini , Mukund Varma T , Nanyun Peng , Nathan A. Chi , Nayeon Lee , Neta Gur-Ari Krakover , Nicholas Cameron , Nicholas Roberts , Nick Doiron , Nicole Martinez , Nikita Nangia , Niklas Deckers , Niklas Muennighoff , Nitish Shirish Keskar , Niveditha S. Iyer , Noah Constant , Noah Fiedel , Nuan Wen , Oliver Zhang , Omar Agha , Omar Elbaghdadi , Omer Levy , Owain Evans , Pablo Antonio Moreno Casares , Parth Doshi , Pascale Fung , Paul Pu Liang , Paul Vicol , Pegah Alipoormolabashi , Peiyuan Liao , Percy Liang , Peter Chang , Peter Eckersley , Phu Mon Htut , Pinyu Hwang , Piotr Miłkowski , Piyush Patil , Pouya Pezeshkpour , Priti Oli , Qiaozhu Mei , Qing Lyu , Qinlang Chen , Rabin Banjade , Rachel Etta Rudolph , Raefer Gabriel , Rahel Habacker , Ramon Risco , Raphaël Millière , Rhythm Garg , Richard Barnes , Rif A. Saurous , Riku Arakawa , Robbe Raymaekers , Robert Frank , Rohan Sikand , Roman Novak , Roman Sitelew , Ronan LeBras , Rosanne Liu , Rowan Jacobs , Rui Zhang , Ruslan Salakhutdinov , Ryan Chi , Ryan Lee , Ryan Stovall , Ryan Teehan , Rylan Yang , Sahib Singh , Saif M. Mohammad , Sajant Anand , Sam Dillavou , Sam Shleifer , Sam Wiseman , Samuel Gruetter , Samuel R. Bowman , Samuel S. Schoenholz , Sanghyun Han , Sanjeev Kwatra , Sarah A. Rous , Sarik Ghazarian , Sayan Ghosh , Sean Casey , Sebastian Bischoff , Sebastian Gehrmann , Sebastian Schuster , Sepideh Sadeghi , Shadi Hamdan , Sharon Zhou , Shashank Srivastava , Sherry Shi , Shikhar Singh , Shima Asaadi , Shixiang Shane Gu , Shubh Pachchigar , Shubham Toshniwal , Shyam Upadhyay , Shyamolima , Debnath , Siamak Shakeri , Simon Thormeyer , Simone Melzi , Siva Reddy , Sneha Priscilla Makini , Soo-Hwan Lee , Spencer Torene , Sriharsha Hatwar , Stanislas Dehaene , Stefan Divic , Stefano Ermon , Stella Biderman , Stephanie Lin , Stephen Prasad , Steven T. Piantadosi , Stuart M. Shieber , Summer Misherghi , Svetlana Kiritchenko , Swaroop Mishra , Tal Linzen , Tal Schuster , Tao Li , Tao Yu , Tariq Ali , Tatsu Hashimoto , Te-Lin Wu , Théo Desbordes , Theodore Rothschild , Thomas Phan , Tianle Wang , Tiberius Nkinyili , Timo Schick , Timofei Kornev , Titus Tunduny , Tobias Gerstenberg , Trenton Chang , Trishala Neeraj , Tushar Khot , Tyler Shultz , Uri Shaham , Vedant Misra , Vera Demberg , Victoria Nyamai , Vikas Raunak , Vinay Ramasesh , Vinay Uday Prabhu , Vishakh Padmakumar , Vivek Srikumar , William Fedus , William Saunders , William Zhang , Wout Vossen , Xiang Ren , Xiaoyu Tong , Xinran Zhao , Xinyi Wu , Xudong Shen , Yadollah Yaghoobzadeh , Yair Lakretz , Yangqiu Song , Yasaman Bahri , Yejin Choi , Yichi Yang , Yiding Hao , Yifu Chen , Yonatan Belinkov , Yu Hou , Yufang Hou , Yuntao Bai , Zachary Seid , Zhuoye Zhao , Zijian Wang , Zijie J. Wang , Zirui Wang , Ziyi Wu

Assessing processes is one of the best ways for an organization to start a software process improvement program. An alternative for organizations seeking for lighter assessments methods is to perform self-assessments, which can be carried…

Software Engineering · Computer Science 2018-12-24 Thaísa C. Lacerda , Christiane Gresse von Wangenheim , Jean C. R. Hauck

The evaluation of open-ended responses in serious games presents a unique challenge, as correctness is often subjective. Large Language Models (LLMs) are increasingly being explored as evaluators in such contexts, yet their accuracy and…

Computation and Language · Computer Science 2025-04-18 Andrés Isaza-Giraldo , Paulo Bala , Lucas Pereira

As AI systems become more advanced and widely deployed, there will likely be increasing debate over whether AI systems could have conscious experiences, desires, or other states of potential moral significance. It is important to inform…

Machine Learning · Computer Science 2023-11-16 Ethan Perez , Robert Long

Deep reinforcement learning has generated superhuman AI in competitive games such as Go and StarCraft. Can similar learning techniques create a superior AI teammate for human-machine collaborative games? Will humans prefer AI teammates that…

Artificial Intelligence · Computer Science 2021-10-25 Ho Chit Siu , Jaime D. Pena , Edenna Chen , Yutai Zhou , Victor J. Lopez , Kyle Palko , Kimberlee C. Chang , Ross E. Allen

Large Language Models are commonly judged by their scores on standard benchmarks, yet such scores often overstate real capability since they mask the mix of skills a task actually demands. For example, ARC is assumed to test reasoning,…

Computation and Language · Computer Science 2025-10-03 Dongjun Kim , Gyuho Shim , Yongchan Chun , Minhyuk Kim , Chanjun Park , Heuiseok Lim

Punishment as a mechanism for promoting cooperation has been studied extensively for more than two decades, but its effectiveness remains a matter of dispute. Here, we examine how punishment's impact varies across cooperative settings…

General Economics · Economics 2025-08-26 Mohammed Alsobay , David G. Rand , Duncan J. Watts , Abdullah Almaatouq

The widespread adoption of Artificial Intelligence (AI) in K-12 education highlights the need for psychometrically-tested measures of teachers' AI literacy. Existing work has primarily relied on either self-report (SR) or objective-based…

Computers and Society · Computer Science 2026-01-13 Shan Zhang , Ruiwei Xiao , Anthony F. Botelho , Guanze Liao , Thomas K. F. Chiu , John Stamper , Kenneth R. Koedinger