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This article investigates the performance of automatic evaluation metrics (AEMs) and LLM-as-a-judge evaluation on literary translation across multiple languages, genres, and translation modalities. The aim is to assess how well these tools…

计算与语言 · 计算机科学 2026-05-14 Kyo Gerrits , Rik van Noord , Ana Guerberof Arenas

Peer review is a multi-stage process involving reviews, rebuttals, meta-reviews, final decisions, and subsequent manuscript revisions. Recent advances in large language models (LLMs) have motivated methods that assist or automate different…

计算与语言 · 计算机科学 2026-05-05 Sihong Wu , Owen Jiang , Yilun Zhao , Tiansheng Hu , Yiling Ma , Kaiyan Zhang , Manasi Patwardhan , Arman Cohan

Following the universal availability of generative AI systems with the release of ChatGPT, automatic detection of deceptive text created by Large Language Models has focused on domains such as academic plagiarism and "fake news". However,…

计算与语言 · 计算机科学 2024-12-23 Andrea Cristina McGlinchey , Peter J Barclay

Many believe that Large Language Models (LLMs) open the era of Artificial Intelligence (AI). Some see opportunities while others see dangers. Yet both proponents and opponents grasp AI through the imagery popularised by science fiction.…

计算与语言 · 计算机科学 2023-10-06 Léon Bottou , Bernhard Schölkopf

Academic writing process has benefited from various technological developments over the years including search engines, automatic translators, and editing tools that review grammar and spelling mistakes. They have enabled human writers to…

计算机与社会 · 计算机科学 2023-10-10 Won Ik Cho , Eunjung Cho , Kyunghyun Cho

Recently, generative AIs like ChatGPT have become available to the wide public. These tools can for instance be used by students to generate essays or whole theses. But how does a teacher know whether a text is written by a student or an…

计算与语言 · 计算机科学 2023-11-14 Lorenz Mindner , Tim Schlippe , Kristina Schaaff

We analysed a dataset of scientific manuscripts that were submitted to various conferences in artificial intelligence. We performed a combination of semantic, lexical and psycholinguistic analyses of the full text of the manuscripts and…

数字图书馆 · 计算机科学 2020-03-05 Philippe Vincent-Lamarre , Vincent Larivière

Recent advances in artificial intelligence (AI) have raised questions about whether the use of AI is appropriate and legal in various professional contexts. Here, we present a perspective on how scholars may approach writing in conjunction…

计算机与社会 · 计算机科学 2023-05-08 Bill Tomlinson , Andrew W. Torrance , Rebecca W. Black

We present a literature survey on non-interactive computational story generation. The article starts with the presentation of requirements for creative systems, three types of models of creativity (computational, socio-cultural, and…

计算与语言 · 计算机科学 2021-10-22 Luis Miguel Botelho

The rapid adoption of Large Language Models (LLMs) has spurred interest in automated peer review; however, progress is currently stifled by benchmarks that treat reviewing primarily as a rating prediction task. We argue that the utility of…

计算与语言 · 计算机科学 2026-04-23 Bowen Li , Haochen Ma , Yuxin Wang , Jie Yang , Yining Zheng , Xinchi Chen , Xuanjing Huang , Xipeng Qiu

This study positions large language models (LLMs) as "subjective literary critics" to explore aesthetic preferences and evaluation patterns in literary assessment. Ten Japanese science fiction short stories were translated into English and…

计算与语言 · 计算机科学 2025-10-21 Kazuyoshi Otsuka

Existing AI moral evaluation frameworks test for the production of correct-sounding ethical responses rather than the presence of genuine moral reasoning capacity. This paper introduces a novel probe methodology using literary narrative -…

计算机与社会 · 计算机科学 2026-03-16 David C. Flynn

This study investigates whether professional translators without prior specialized training can reliably identify short stories generated in Italian by artificial intelligence (AI). Sixty-nine translators took part in an in-person…

计算与语言 · 计算机科学 2026-05-05 Michael Farrell

Peer review in software engineering research operates under tight time constraints, while generative AI has substantially reduced the human effort required to produce polished research narratives. Reviewer attention is often spent on…

软件工程 · 计算机科学 2026-04-21 Christoph Treude , Christopher M. Poskitt , Rashina Hoda

Written texts reflect an author's perspective, making the thorough analysis of literature a key research method in fields such as the humanities and social sciences. However, conventional text mining techniques like sentiment analysis and…

计算与语言 · 计算机科学 2024-11-12 Riona Matsuoka , Hiroki Matsumoto , Takahiro Yoshida , Tomohiro Watanabe , Ryoma Kondo , Ryohei Hisano

Grading of examination papers is a hectic, time-labor intensive task and is often subjected to inefficiency and bias in checking. This research project is a primitive experiment in the automation of grading of theoretical answers written in…

机器学习 · 计算机科学 2020-04-21 Rahul Kr Chauhan , Ravinder Saharan , Siddhartha Singh , Priti Sharma

As AI-generated fiction becomes increasingly prevalent, questions of authorship and originality are becoming central to how written work is evaluated. While most existing work in this space focuses on identifying surface-level signatures of…

计算与语言 · 计算机科学 2026-04-15 Jenna Russell , Rishanth Rajendhran , Chau Minh Pham , Mohit Iyyer , John Wieting

Evaluating Natural Language Generation (NLG) systems is a challenging task. Firstly, the metric should ensure that the generated hypothesis reflects the reference's semantics. Secondly, it should consider the grammatical quality of the…

计算与语言 · 计算机科学 2022-03-18 Md Rashad Al Hasan Rony , Liubov Kovriguina , Debanjan Chaudhuri , Ricardo Usbeck , Jens Lehmann

Open-ended text generation has become a prominent task in natural language processing due to the rise of powerful (large) language models. However, evaluating the quality of these models and the employed decoding strategies remains…

We study the ability of large language models (LLMs) to generate comprehensive and accurate book summaries solely from their internal knowledge, without recourse to the original text. Employing a diverse set of books and multiple LLM…

计算与语言 · 计算机科学 2025-03-28 Javier Coronado-Blázquez