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A pun is a form of wordplay for an intended humorous or rhetorical effect, where a word suggests two or more meanings by exploiting polysemy (homographic pun) or phonological similarity to another word (heterographic pun). This paper…

计算与语言 · 计算机科学 2019-09-04 Yanyan Zou , Wei Lu

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…

计算与语言 · 计算机科学 2022-10-26 Jiao Sun , Anjali Narayan-Chen , Shereen Oraby , Alessandra Cervone , Tagyoung Chung , Jing Huang , Yang Liu , Nanyun Peng

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,…

计算与语言 · 计算机科学 2020-11-25 Felipe Godoy

For the purpose of automatically evaluating speakers' humor usage, we build a presentation corpus containing humorous utterances based on TED talks. Compared to previous data resources supporting humor recognition research, ours has several…

计算与语言 · 计算机科学 2017-05-10 Lei Chen , Chong MIn Lee

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…

计算与语言 · 计算机科学 2021-10-22 Maxime Peyrard , Beatriz Borges , Kristina Gligorić , Robert West

Puns are a form of humorous wordplay that exploits polysemy and phonetic similarity. While LLMs have shown promise in detecting puns, we show in this paper that their understanding often remains shallow, lacking the nuanced grasp typical of…

Previous work on pun generation commonly begins with a given pun word (a pair of homophones for heterographic pun generation and a polyseme for homographic pun generation) and seeks to generate an appropriate pun. While this may enable…

计算与语言 · 计算机科学 2022-10-26 Jiao Sun , Anjali Narayan-Chen , Shereen Oraby , Shuyang Gao , Tagyoung Chung , Jing Huang , Yang Liu , Nanyun Peng

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

Automation of humor detection and rating has interesting use cases in modern technologies, such as humanoid robots, chatbots, and virtual assistants. In this paper, we propose a novel approach for detecting and rating humor in short texts…

计算与语言 · 计算机科学 2024-03-20 Issa Annamoradnejad , Gohar Zoghi

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…

计算与语言 · 计算机科学 2022-10-26 Junze Li , Mengjie Zhao , Yubo Xie , Antonis Maronikolakis , Pearl Pu , Hinrich Schütze

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

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…

计算与语言 · 计算机科学 2021-03-02 Tanishq Chaudhary , Mayank Goel , Radhika Mamidi

In order for our computer systems to be more human-like, with a higher emotional quotient, they need to be able to process and understand intrinsic human language phenomena like humour. In this paper, we consider a subtype of humour - puns,…

计算与语言 · 计算机科学 2018-06-13 Srishti Aggarwal , Kritik Mathur , Radhika Mamidi

Phrase-level dense retrieval has shown many appealing characteristics in downstream NLP tasks by leveraging the fine-grained information that phrases offer. In our work, we propose a new task formulation of dense retrieval, cross-lingual…

计算与语言 · 计算机科学 2024-10-07 Huayang Li , Deng Cai , Zhi Qu , Qu Cui , Hidetaka Kamigaito , Lemao Liu , Taro Watanabe

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…

计算与语言 · 计算机科学 2021-03-30 Tristan Miller , Erik-Lân Do Dinh , Edwin Simpson , Iryna Gurevych

Puns play a vital role in academic research due to their distinct structure and clear definition, which aid in the comprehensive analysis of linguistic humor. However, the understanding of puns in large language models (LLMs) has not been…

计算与语言 · 计算机科学 2024-06-18 Zhijun Xu , Siyu Yuan , Lingjie Chen , Deqing Yang

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…

计算与语言 · 计算机科学 2024-08-13 Tanisha Khurana , Kaushik Pillalamarri , Vikram Pande , Munindar Singh

Pun location is to identify the punning word (usually a word or a phrase that makes the text ambiguous) in a given short text, and pun interpretation is to find out two different meanings of the punning word. Most previous studies adopt…

计算与语言 · 计算机科学 2021-10-15 Shen Liu , Meirong Ma , Hao Yuan , Jianchao Zhu , Yuanbin Wu , Man Lan

Puns are a common form of rhetorical wordplay that exploits polysemy and phonetic similarity to create humor. In multimodal puns, visual and textual elements synergize to ground the literal sense and evoke the figurative meaning…

计算与语言 · 计算机科学 2026-04-08 Naen Xu , Jiayi Sheng , Changjiang Li , Chunyi Zhou , Yuyuan Li , Tianyu Du , Jun Wang , Zhihui Fu , Jinbao Li , Shouling Ji

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…

计算与语言 · 计算机科学 2021-08-11 Yubo Xie , Junze Li , Pearl Pu
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