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This paper addresses the critical challenge of developing computationally efficient hate speech detection systems that maintain competitive performance while being practical for real-time deployment. We propose a novel three-layer framework…

计算与语言 · 计算机科学 2025-11-11 Mahmoud El-Bahnasawi

Neural image-to-text radiology report generation systems offer the potential to improve radiology reporting by reducing the repetitive process of report drafting and identifying possible medical errors. However, existing report generation…

计算与语言 · 计算机科学 2021-04-14 Yasuhide Miura , Yuhao Zhang , Emily Bao Tsai , Curtis P. Langlotz , Dan Jurafsky

Literature reviews are essential for any researcher trying to keep up to date with the burgeoning software engineering literature. FAST$^2$ is a novel tool for reducing the effort required for conducting literature reviews by assisting the…

软件工程 · 计算机科学 2018-11-16 Zhe Yu , Tim Menzies

This paper introduces the Aquila2 series, which comprises a wide range of bilingual models with parameter sizes of 7, 34, and 70 billion. These models are trained based on an innovative framework named HeuriMentor (HM), which offers…

计算与语言 · 计算机科学 2024-08-15 Bo-Wen Zhang , Liangdong Wang , Jijie Li , Shuhao Gu , Xinya Wu , Zhengduo Zhang , Boyan Gao , Yulong Ao , Guang Liu

Complex claim fact-checking performs a crucial role in disinformation detection. However, existing fact-checking methods struggle with claim vagueness, specifically in effectively handling latent information and complex relations within…

计算与语言 · 计算机科学 2025-02-25 Yuxuan Liu , Hongda Sun , Wenya Guo , Xinyan Xiao , Cunli Mao , Zhengtao Yu , Rui Yan

The widespread of fake news and misinformation in various domains ranging from politics, economics to public health has posed an urgent need to automatically fact-check information. A recent trend in fake news detection is to utilize…

人工智能 · 计算机科学 2021-02-05 Nguyen Vo , Kyumin Lee

This paper presents the best-performing solution to the SemEval 2023 Task 3 on the subtask 3 dedicated to persuasion techniques detection. Due to a high multilingual character of the input data and a large number of 23 predicted labels…

计算与语言 · 计算机科学 2024-06-11 Timo Hromadka , Timotej Smolen , Tomas Remis , Branislav Pecher , Ivan Srba

Recurrent claims present a major challenge for automated fact-checking systems designed to combat misinformation, especially in multilingual settings. While tasks such as claim matching and fact-checked claim retrieval aim to address this…

计算与语言 · 计算机科学 2026-04-16 Rrubaa Panchendrarajan , Arkaitz Zubiaga

With the proliferation of social media, accurate detection of hate speech has become critical to ensure safety online. To combat nuanced forms of hate speech, it is important to identify and thoroughly explain hate speech to help users…

计算与语言 · 计算机科学 2023-11-23 Yongjin Yang , Joonkee Kim , Yujin Kim , Namgyu Ho , James Thorne , Se-young Yun

We anticipate increased instances of humans and AI systems working together in what we refer to as a hybrid team. The increase in collaboration is expected as AI systems gain proficiency and their adoption becomes more widespread. However,…

人工智能 · 计算机科学 2024-08-06 Andrew Fuchs , Andrea Passarella , Marco Conti

Human-Robot Collaboration (HRC) is rapidly replacing the traditional application of robotics in the manufacturing industry. Robots and human operators no longer have to perform their tasks in segregated areas and are capable of working in…

机器人学 · 计算机科学 2020-07-24 Mehrnoosh Askarpour , Matteo Rossi , Omer Tiryakiler

Human evaluation of machine translation normally uses sentence-level measures such as relative ranking or adequacy scales. However, these provide no insight into possible errors, and do not scale well with sentence length. We argue for a…

计算与语言 · 计算机科学 2016-09-28 Alexandra Birch , Omri Abend , Ondrej Bojar , Barry Haddow

Coaches are vital for effective collaboration, but cost and resource constraints often limit their availability during real-world tasks. This limitation poses serious challenges in life-critical domains that rely on effective teamwork, such…

人工智能 · 计算机科学 2025-02-26 Sangwon Seo , Bing Han , Rayan E. Harari , Roger D. Dias , Marco A. Zenati , Eduardo Salas , Vaibhav Unhelkar

Heuristic algorithms play a vital role in solving combinatorial optimization (CO) problems, yet traditional designs depend heavily on manual expertise and struggle to generalize across diverse instances. We introduce \textbf{HeurAgenix}, a…

人工智能 · 计算机科学 2025-06-25 Xianliang Yang , Ling Zhang , Haolong Qian , Lei Song , Jiang Bian

Games have been vital test beds for the rapid development of Agent-based research. Remarkable progress has been achieved in the past, but it is unclear if the findings equip for real-world problems. While pressure grows, some of the most…

多智能体系统 · 计算机科学 2025-01-22 Philipp Dominic Siedler

While there is a widespread belief that artificial general intelligence (AGI) -- or even superhuman AI -- is imminent, complex problems in expert domains are far from being solved. We argue that such problems require human-AI cooperation…

Human reliability analysis (HRA) is crucial for evaluating and improving the safety of complex systems. Recent efforts have focused on estimating human error probability (HEP), but existing methods often rely heavily on expert…

计算与语言 · 计算机科学 2024-12-30 Xingyu Xiao , Peng Chen , Ben Qi , Hongru Zhao , Jingang Liang , Jiejuan Tong , Haitao Wang

In this paper, we present SemEval-2020 Task 4, Commonsense Validation and Explanation (ComVE), which includes three subtasks, aiming to evaluate whether a system can distinguish a natural language statement that makes sense to humans from…

计算与语言 · 计算机科学 2020-08-04 Cunxiang Wang , Shuailong Liang , Yili Jin , Yilong Wang , Xiaodan Zhu , Yue Zhang

Evaluating expression of the Human epidermal growth factor receptor 2 (Her2) by visual examination of immunohistochemistry (IHC) on invasive breast cancer (BCa) is a key part of the diagnostic assessment of BCa due to its recognised…

We present a comparison between the performance of a selection of source finders using a new software tool called Hydra. The companion paper, Paper~I, introduced the Hydra tool and demonstrated its performance using simulated data. Here we…

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