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Moderating user-generated content on online platforms is crucial for balancing user safety and freedom of speech. Particularly in the United States, platforms are not subject to legal constraints prescribing permissible content. Each…

During the development of large language models (LLMs), the scale and quality of the pre-training data play a crucial role in shaping LLMs' capabilities. To accelerate the research of LLMs, several large-scale datasets, such as C4 [1], Pile…

Computation and Language · Computer Science 2023-11-13 Jianghao Chen , Pu Jian , Tengxiao Xi , Dongyi Yi , Qianlong Du , Chenglin Ding , Guibo Zhu , Chengqing Zong , Jinqiao Wang , Jiajun Zhang

With the evolution of the online advertisement and tracking ecosystem, content-filtering has become the reference tool for improving the security, privacy and browsing experience when surfing the Internet. It is also commonly believed that…

Networking and Internet Architecture · Computer Science 2020-02-06 Ismael Castell-Uroz , Josep Solé-Pareta , Pere Barlet-Ros

With the rapid development of Large language models (LLMs), understanding the capabilities of LLMs in identifying unsafe content has become increasingly important. While previous works have introduced several benchmarks to evaluate the…

Computation and Language · Computer Science 2025-04-15 Hengxiang Zhang , Hongfu Gao , Qiang Hu , Guanhua Chen , Lili Yang , Bingyi Jing , Hongxin Wei , Bing Wang , Haifeng Bai , Lei Yang

Adblocking tools like Adblock Plus continue to rise in popularity, potentially threatening the dynamics of advertising revenue streams. In response, a number of publishers have ramped up efforts to develop and deploy mechanisms for…

In the view of massive content explosion in World Wide Web through diverse sources, it has become mandatory to have content filtering tools. The filtering of contents of the web pages holds greater significance in cases of access by…

Information Retrieval · Computer Science 2012-02-10 K. S. Kuppusamy , G. Aghila

Chinese Patronizing and Condescending Language (CPCL) is an implicitly discriminatory toxic speech targeting vulnerable groups on Chinese video platforms. The existing dataset lacks user comments, which are a direct reflection of video…

Multimedia · Computer Science 2025-09-25 Jiaxun Yang , Yifei Han , Long Zhang , Yujie Liu , Bin Li , Bo Gao , Yangfan He , Kejia Zhan

China's Great Firewall (GFW) exemplifies one of the most extensive and technologically sophisticated internet censorship frameworks worldwide. Serving as a cornerstone of state-directed digital governance, it integrates a multitude of…

Cryptography and Security · Computer Science 2025-03-05 Li Li

Ad and tracking blocking extensions are popular tools for improving web performance, privacy and aesthetics. Content blocking extensions typically rely on filter lists to decide whether a web request is associated with tracking or…

Cryptography and Security · Computer Science 2020-05-22 Peter Snyder , Antoine Vastel , Benjamin Livshits

Active Internet measurement studies rely on a list of targets to be scanned. While probing the entire IPv4 address space is feasible for scans of limited complexity, more complex scans do not scale to measuring the full Internet. Thus, a…

Networking and Internet Architecture · Computer Science 2018-02-09 Quirin Scheitle , Jonas Jelten , Oliver Hohlfeld , Luca Ciprian , Georg Carle

The rise of ad-blockers is viewed as an economic threat by online publishers, especially those who primarily rely on ad- vertising to support their services. To address this threat, publishers have started retaliating by employing ad-block…

Cryptography and Security · Computer Science 2016-05-20 Muhammad Haris Mughees , Zhiyun Qian , Zubair Shafiq , Karishma Dash , Pan Hui

Despite the high perceived value and increasing severity of online information controls, a data-driven understanding of the phenomenon has remained elusive. In this paper, we consider two design points in the space of Internet censorship…

Networking and Internet Architecture · Computer Science 2016-11-01 Abbas Razaghpanah , Anke Li , Arturo Filastò , Rishab Nithyanand , Vasilis Ververis , Will Scott , Phillipa Gill

Since 2006, Turkmenistan has been listed as one of the few Internet enemies by Reporters without Borders due to its extensively censored Internet and strictly regulated information control policies. Existing reports of filtering in…

Cryptography and Security · Computer Science 2023-04-18 Sadia Nourin , Van Tran , Xi Jiang , Kevin Bock , Nick Feamster , Nguyen Phong Hoang , Dave Levin

As large language models (LLMs) evolve into tool-using agents, the ability to browse the web in real-time has become a critical yardstick for measuring their reasoning and retrieval competence. Existing benchmarks such as BrowseComp…

Chinese text segmentation is a well-known and difficult problem. On one side, there is not a simple notion of "word" in Chinese language making really hard to implement rule-based systems to segment written texts, thus lexicons and…

Computation and Language · Computer Science 2007-05-23 Daniel Gayo-Avello

Despite the considerable efforts being made to monitor and regulate user-generated content on social media platforms, the pervasiveness of offensive language, such as hate speech or cyberbullying, in the digital space remains a significant…

Computation and Language · Computer Science 2024-04-02 Yunze Xiao , Houda Bouamor , Wajdi Zaghouani

Heightened interest from nation states to perform content censorship make it evermore critical to identify the impact of censorship efforts on the Internet. We undertake a study of Internet architecture, capturing the state of Internet…

Networking and Internet Architecture · Computer Science 2024-03-01 Joshua Levett , Vassilios Vassilakis , Poonam Yadav

Content blocking is an important part of a performant, user-serving, privacy respecting web. Most content blockers build trust labels over URLs. While useful, this approach has well understood shortcomings. Attackers may avoid detection by…

Cryptography and Security · Computer Science 2020-05-26 Quan Chen , Peter Snyder , Ben Livshits , Alexandros Kapravelos

Citation indexes play a crucial role for understanding how science is produced, disseminated, and used. However, these databases often face a critical trade-off: those offering extensive and high-quality coverage are typically proprietary,…

Digital Libraries · Computer Science 2025-07-29 Mengxue Zheng , Lili Miao , Yi Bu , Vincent Larivière

China has the largest number of online users in the world and about 20% internet users are from China. This is a huge, as well as a mysterious, market for IT industry due to various reasons such as culture difference. Twitter is the largest…

Social and Information Networks · Computer Science 2012-12-13 Daifeng Li , Jingwei Zhang , Gordon Guo-zheng Sun , Jie Tang , Ying Ding , Zhipeng Luo