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Computational Humour (CH) has attracted the interest of Natural Language Processing and Computational Linguistics communities. Creating datasets for automatic measurement of humour quotient is difficult due to multiple possible…

Computation and Language · Computer Science 2021-10-26 Anirudh Mittal , Pranav Jeevan , Prerak Gandhi , Diptesh Kanojia , Pushpak Bhattacharyya

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

Laughter serves as a multifaceted communicative signal in human interaction, yet its identification within dialogue presents a significant challenge for conversational AI systems. This study addresses this challenge by annotating laughable…

Computation and Language · Computer Science 2025-03-19 Koji Inoue , Mikey Elmers , Divesh Lala , Tatsuya Kawahara

Emotion is a crucial phenomenon in the functioning of human beings in society. However, it remains a widely open subject, particularly in its textual manifestations. This paper examines an industrial corpus manually annotated following an…

Computation and Language · Computer Science 2025-09-03 Jonas Noblet

The tasks of humor understanding and generation are challenging and subjective even for humans, requiring commonsense and real-world knowledge to master. Puns, in particular, add the challenge of fusing that knowledge with the ability to…

Computation and Language · Computer Science 2022-10-26 Jiao Sun , Anjali Narayan-Chen , Shereen Oraby , Alessandra Cervone , Tagyoung Chung , Jing Huang , Yang Liu , Nanyun Peng

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

When two people pay attention to each other and are interested in what the other has to say or write, they almost instantly adapt their writing/speaking style to match the other. For a successful interaction with a user, chatbots and…

Computation and Language · Computer Science 2022-03-22 Sanja Štajner , Seren Yenikent , Marc Franco-Salvador

Our interpretation of value concepts is shaped by our sociocultural background and lived experiences, and is thus subjective. Recognizing individual value interpretations is important for developing AI systems that can align with diverse…

Computation and Language · Computer Science 2025-10-03 Adina Nicola Dobrinoiu , Ana Cristiana Marcu , Amir Homayounirad , Luciano Cavalcante Siebert , Enrico Liscio

Prerecorded laughter accompanying dialog in comedy TV shows encourages the audience to laugh by clearly marking humorous moments in the show. We present an approach for automatically detecting humor in the Friends TV show using multimodal…

Computation and Language · Computer Science 2022-11-04 Khalid Alnajjar , Mika Hämäläinen , Jörg Tiedemann , Jorma Laaksonen , Mikko Kurimo

We conducted a data collection on the basis of the Google AudioSet database by selecting a subset of the samples annotated with \textit{laughter}. The selection criterion was to be present a communicative act with clear connotation of being…

Sound · Computer Science 2023-05-24 Aljoscha Düsterhöft , Felix Burkhardt , Björn W. Schuller

Humor and Offense are highly subjective due to multiple word senses, cultural knowledge, and pragmatic competence. Hence, accurately detecting humorous and offensive texts has several compelling use cases in Recommendation Systems and…

Computation and Language · Computer Science 2021-04-05 Aishwarya Gupta , Avik Pal , Bholeshwar Khurana , Lakshay Tyagi , Ashutosh Modi

The annotation of textual information is a fundamental activity in Linguistics and Computational Linguistics. This article presents various observations on annotations. It approaches the topic from several angles including Hypertext,…

Computation and Language · Computer Science 2020-04-23 Georg Rehm

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

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

Automated methods for essay scoring have made great progress in recent years, achieving accuracies very close to human annotators. However, a known weakness of such automated scorers is not taking into account the semantic relevance of the…

Computation and Language · Computer Science 2017-07-18 Marek Rei

Humor recognition has been widely studied as a text classification problem using data-driven approaches. However, most existing work does not examine the actual joke mechanism to understand humor. We break down any joke into two distinct…

Computation and Language · Computer Science 2021-08-11 Yubo Xie , Junze Li , Pearl Pu

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…

Computation and Language · Computer Science 2024-06-24 Zachary Horvitz , Jingru Chen , Rahul Aditya , Harshvardhan Srivastava , Robert West , Zhou Yu , Kathleen McKeown

Humor is a magnetic component in everyday human interactions and communications. Computationally modeling humor enables NLP systems to entertain and engage with users. We investigate the effectiveness of prompting, a new transfer learning…

Computation and Language · Computer Science 2022-10-26 Junze Li , Mengjie Zhao , Yubo Xie , Antonis Maronikolakis , Pearl Pu , Hinrich Schütze

This paper explores humor detection through a linguistic lens, prioritizing syntactic, semantic, and contextual features over computational methods in Natural Language Processing. We categorize features into syntactic, semantic, and…

Computation and Language · Computer Science 2024-08-13 Tanisha Khurana , Kaushik Pillalamarri , Vikram Pande , Munindar Singh

Most humour processing systems to date make at best discrete, coarse-grained distinctions between the comical and the conventional, yet such notions are better conceptualized as a broad spectrum. In this paper, we present a probabilistic…

Computation and Language · Computer Science 2021-03-30 Tristan Miller , Erik-Lân Do Dinh , Edwin Simpson , Iryna Gurevych
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