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Despite significant advancements in image segmentation and object detection, understanding complex scenes remains a significant challenge. Here, we focus on graphical humor as a paradigmatic example of image interpretation that requires…

Computer Vision and Pattern Recognition · Computer Science 2025-10-20 Vedaant Jain , Felipe dos Santos Alves Feitosa , Gabriel Kreiman

Large neural networks can now generate jokes, but do they really "understand" humor? We challenge AI models with three tasks derived from the New Yorker Cartoon Caption Contest: matching a joke to a cartoon, identifying a winning caption,…

Computation and Language · Computer Science 2023-07-07 Jack Hessel , Ana Marasović , Jena D. Hwang , Lillian Lee , Jeff Da , Rowan Zellers , Robert Mankoff , Yejin Choi

Recent advances in natural language processing and computer vision have led to AI models that interpret simple scenes at human levels. Yet, we do not have a complete understanding of how humans and AI models differ in their interpretation…

Artificial Intelligence · Computer Science 2021-04-30 Shravan Murlidaran , William Yang Wang , Miguel P. Eckstein

Humor is an essential human trait. Efforts to understand humor have called out links between humor and the foundations of cognition, as well as the importance of humor in social engagement. As such, it is a promising and important subject…

Artificial Intelligence · Computer Science 2019-08-14 Robert West , Eric Horvitz

Humor, as both a creative human activity and a social binding mechanism, has long posed a major challenge for AI generation. Although producing humor requires complex cognitive reasoning and social understanding, theories of humor suggest…

Computation and Language · Computer Science 2026-03-25 Jiajun Zhang , Shijia Luo , Ruikang Zhang , Qi Su

Humor is a natural and fundamental component of human interactions. When correctly applied, humor allows us to express thoughts and feelings conveniently and effectively, increasing interpersonal affection, likeability, and trust. However,…

Computation and Language · Computer Science 2020-11-25 Felipe Godoy

Background: Humor is a fundamental part of human communication, with prior work linking positive humor in the workplace to positive outcomes, such as improved performance and job satisfaction. Aims: This study aims to investigate…

Software Engineering · Computer Science 2024-12-18 Miikka Kuutila , Leevi Rantala , Junhao Li , Simo Hosio , Mika Mäntylä

The creation and perception of humour is a fundamental human trait, positioning its computational understanding as one of the most challenging tasks in natural language processing (NLP). As an abstract, creative, and frequently…

Computation and Language · Computer Science 2025-09-26 Tyler Loakman , William Thorne , Chenghua Lin

This paper presents OxfordTVG-HIC (Humorous Image Captions), a large-scale dataset for humour generation and understanding. Humour is an abstract, subjective, and context-dependent cognitive construct involving several cognitive factors,…

Computer Vision and Pattern Recognition · Computer Science 2023-07-24 Runjia Li , Shuyang Sun , Mohamed Elhoseiny , Philip Torr

A computer model of "a sense of humour" suggested previously [arXiv:0711.2058,0711.2061], relating the humorous effect with a specific malfunction in information processing, is given in somewhat different exposition. Psychological aspects…

Computation and Language · Computer Science 2007-11-27 I. M. Suslov

Despite being a critical communication skill, grasping humor is challenging -- a successful use of humor requires a mixture of both engaging content build-up and an appropriate vocal delivery (e.g., pause). Prior studies on computational…

Computation and Language · Computer Science 2021-07-20 Xingbo Wang , Yao Ming , Tongshuang Wu , Haipeng Zeng , Yong Wang , Huamin Qu

Humor is a social binding agent. It is an act of creativity that can provoke emotional reactions on a broad range of topics. Humor has long been thought to be "too human" for AI to generate. However, humans are complex, and humor requires…

Human-Computer Interaction · Computer Science 2025-02-13 Sean Kim , Lydia B. Chilton

Humour styles can have either a negative or a positive impact on well-being. Given the importance of these styles to mental health, significant research has been conducted on their automatic identification. However, the automated machine…

Computation and Language · Computer Science 2025-04-09 Mary Ogbuka Kenneth , Foaad Khosmood , Abbas Edalat

Humor is a substantial element of human social behavior, affect, and cognition. Its automatic understanding can facilitate a more naturalistic human-AI interaction. Current methods of humor detection have been exclusively based on staged…

Machine Learning · Computer Science 2024-10-28 Lukas Christ , Shahin Amiriparian , Alexander Kathan , Niklas Müller , Andreas König , Björn W. Schuller

In most existing AI humor research, humor was treated as either "present" or "not present." We explore the concept of humor as a social interaction with context and explanations. During this project, we defined a humor reasoning data object…

Computation and Language · Computer Science 2026-05-26 Anna Arnett , Bang Nguyen , Meng Jiang

The automatic detection of humor poses a grand challenge for natural language processing. Transformer-based systems have recently achieved remarkable results on this task, but they usually (1)~were evaluated in setups where serious vs…

Computation and Language · Computer Science 2021-10-22 Maxime Peyrard , Beatriz Borges , Kristina Gligorić , Robert West

Much previous work has been done in attempting to identify humor in text. In this paper we extend that capability by proposing a new task: assessing whether or not a joke is humorous. We present a novel way of approaching this problem by…

Computation and Language · Computer Science 2019-09-04 Orion Weller , Kevin Seppi

A computer model of a "sense of humour" is proposed. The humorous effect is interpreted as a specific malfunction in the course of information processing due to the need for the rapid deletion of the false version transmitted into…

Neurons and Cognition · Quantitative Biology 2007-11-27 I. M. Suslov

Despite our familiarity with and fondness of humor, until relatively recently very little was known about the underlying psychology of this complex and nuanced phenomenon. Recently, however, cognitive psychologists have begun investigating…

Neurons and Cognition · Quantitative Biology 2019-03-15 Liane Gabora , Samantha Thomson , Kirsty Kitto

Well-defined jokes can be divided neatly into a setup and a punchline. While most works on humor today talk about a joke as a whole, the idea of generating punchlines to a setup has applications in conversational humor, where funny remarks…

Computation and Language · Computer Science 2021-03-02 Tanishq Chaudhary , Mayank Goel , Radhika Mamidi
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