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Humor is a fundamental facet of human cognition and interaction. Yet, despite recent advances in natural language processing, humor detection remains a challenging task that is complicated by the scarcity of datasets that pair humorous…

计算与语言 · 计算机科学 2024-06-24 Zachary Horvitz , Jingru Chen , Rahul Aditya , Harshvardhan Srivastava , Robert West , Zhou Yu , Kathleen McKeown

Despite the recent advances of the artificial intelligence, building social intelligence remains a challenge. Among social signals, laughter is one of the distinctive expressions that occurs during social interactions between humans. In…

计算与语言 · 计算机科学 2024-05-27 Lee Hyun , Kim Sung-Bin , Seungju Han , Youngjae Yu , Tae-Hyun Oh

Detecting laughter in video is essential for affective computing and narrative understanding, yet existing approaches treat it as coarse clip-level classification, failing to capture precise temporal boundaries of brief, transient laughter…

计算机视觉与模式识别 · 计算机科学 2026-05-26 Eyal Hanania , Nadav Kirsch , Daniel Arkushin , Jonathan Benvenisti , Amos Bercovich , Elie Zemmour , Sahar Froim

AI models capable of comprehending humor hold real-world promise -- for example, enhancing engagement in human-machine interactions. To gauge and diagnose the capacity of multimodal large language models (MLLMs) for humor understanding, we…

计算机视觉与模式识别 · 计算机科学 2026-03-11 Zhengpeng Shi , Yanpeng Zhao , Jianqun Zhou , Yuxuan Wang , Qinrong Cui , Wei Bi , Songchun Zhu , Bo Zhao , Zilong Zheng

Automatically understanding funny moments (i.e., the moments that make people laugh) when watching comedy is challenging, as they relate to various features, such as body language, dialogues and culture. In this paper, we propose…

计算机视觉与模式识别 · 计算机科学 2024-01-10 Zhi-Song Liu , Robin Courant , Vicky Kalogeiton

Aiming towards improving current computational models of humor detection, we propose a new multimodal dataset of stand-up comedies, in seven languages: English, French, Spanish, Italian, Portuguese, Hungarian and Czech. Our dataset of more…

计算与语言 · 计算机科学 2025-05-27 Valentin Barriere , Nahuel Gomez , Leo Hemamou , Sofia Callejas , Brian Ravenet

Short-video platforms have become a central medium in the modern Internet landscape, where efficient information delivery and strong interactivity are reshaping user engagement and cultural dissemination. Among the various forms of user…

机器学习 · 计算机科学 2025-11-07 Xuan Ouyang , Senan Wang , Bouzhou Wang , Siyuan Xiahou , Jinrong Zhou , Yuekang Li

The emerging video LMMs (Large Multimodal Models) have achieved significant improvements on generic video understanding in the form of VQA (Visual Question Answering), where the raw videos are captured by cameras. However, a large portion…

计算机视觉与模式识别 · 计算机科学 2024-09-30 Lu Xu , Sijie Zhu , Chunyuan Li , Chia-Wen Kuo , Fan Chen , Xinyao Wang , Guang Chen , Dawei Du , Ye Yuan , Longyin Wen

Comedy serves as a profound reflection of the times we live in and is a staple element of human interactions. In light of the widespread adoption of Large Language Models (LLMs), the intersection of humor and AI has become no laughing…

计算与语言 · 计算机科学 2025-11-25 Adrianna Romanowski , Pedro H. V. Valois , Kazuhiro Fukui

As a leading online platform with a vast global audience, YouTube's extensive reach also makes it susceptible to hosting harmful content, including disinformation and conspiracy theories. This study explores the use of open-weight Large…

计算与语言 · 计算机科学 2025-07-08 Leonardo La Rocca , Francesco Corso , Francesco Pierri

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…

计算与语言 · 计算机科学 2019-09-04 Orion Weller , Kevin Seppi

While Large Language Models (LLMs) have demonstrated impressive natural language understanding capabilities across various text-based tasks, understanding humor has remained a persistent challenge. Humor is frequently multimodal, relying on…

计算与语言 · 计算机科学 2024-12-10 Ashwin Baluja

Humour, as a complex language form, is derived from myriad aspects of life. Whilst existing work on computational humour has focussed almost exclusively on short pun-based jokes, we investigate whether the ability of Large Language Models…

计算与语言 · 计算机科学 2025-09-15 Tyler Loakman , William Thorne , Chenghua Lin

Humor is a central aspect of human communication that has not been solved for artificial agents so far. Large language models (LLMs) are increasingly able to capture implicit and contextual information. Especially, OpenAI's ChatGPT recently…

人工智能 · 计算机科学 2023-06-08 Sophie Jentzsch , Kristian Kersting

Despite the growing interest in leveraging Large Language Models (LLMs) for content analysis, current studies have primarily focused on text-based content. In the present work, we explored the potential of LLMs in assisting video content…

人机交互 · 计算机科学 2024-07-31 Jiaying Lizzy Liu , Yunlong Wang , Yao Lyu , Yiheng Su , Shuo Niu , Xuhai Orson Xu , Yan Zhang

Humor plays a significant role in daily language communication. With the rapid development of large language models (LLMs), natural language processing has made significant strides in understanding and generating various genres of texts.…

计算与语言 · 计算机科学 2025-03-27 Zhenghan Yu , Xinyu Hu , Xiaojun Wan

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…

计算与语言 · 计算机科学 2021-07-20 Xingbo Wang , Yao Ming , Tongshuang Wu , Haipeng Zeng , Yong Wang , Huamin Qu

The explosive growth of video data intensified the need for flexible user-controllable summarization tools that operate without training data. Existing methods either rely on domain-specific datasets, limiting generalization, or cannot…

计算机视觉与模式识别 · 计算机科学 2026-02-18 Mario Barbara , Alaa Maalouf

Surprising videos, such as funny clips, creative performances, or visual illusions, attract significant attention. Enjoyment of these videos is not simply a response to visual stimuli; rather, it hinges on the human capacity to understand…

计算机视觉与模式识别 · 计算机科学 2024-03-25 Binzhu Xie , Sicheng Zhang , Zitang Zhou , Bo Li , Yuanhan Zhang , Jack Hessel , Jingkang Yang , Ziwei Liu

Hate speech has become one of the most significant issues in modern society, having implications in both the online and the offline world. Due to this, hate speech research has recently gained a lot of traction. However, most of the work…

计算机视觉与模式识别 · 计算机科学 2023-05-09 Mithun Das , Rohit Raj , Punyajoy Saha , Binny Mathew , Manish Gupta , Animesh Mukherjee
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