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Live commenting on video, a popular feature of live streaming platforms, enables viewers to engage with the content and share their comments, reactions, opinions, or questions with the streamer or other viewers while watching the video or…

计算机视觉与模式识别 · 计算机科学 2023-11-23 Julien Lalanne , Raphael Bournet , Yi Yu

In this paper, we propose the task of live comment generation. Live comments are a new form of comments on videos, which can be regarded as a mixture of comments and chats. A high-quality live comment should be not only relevant to the…

计算与语言 · 计算机科学 2018-08-14 Damai Dai

We introduce the task of automatic live commenting. Live commenting, which is also called `video barrage', is an emerging feature on online video sites that allows real-time comments from viewers to fly across the screen like bullets or…

计算与语言 · 计算机科学 2018-11-30 Shuming Ma , Lei Cui , Damai Dai , Furu Wei , Xu Sun

Video is a powerful medium for communication and storytelling, yet reauthoring existing footage remains challenging. Even simple edits often demand expertise, time, and careful planning, constraining how creators envision and shape their…

人机交互 · 计算机科学 2026-04-07 Sitong Wang , Anh Truong , Lydia B. Chilton , Dingzeyu Li

The ability to generate sentiment-controlled feedback in response to multimodal inputs comprising text and images addresses a critical gap in human-computer interaction. This capability allows systems to provide empathetic, accurate, and…

多媒体 · 计算机科学 2025-10-07 Puneet Kumar , Sarthak Malik , Balasubramanian Raman , Xiaobai Li

In this paper, we have defined a novel task of affective feedback synthesis that deals with generating feedback for input text & corresponding image in a similar way as humans respond towards the multimodal data. A feedback synthesis system…

多媒体 · 计算机科学 2022-04-01 Puneet Kumar , Gaurav Bhat , Omkar Ingle , Daksh Goyal , Balasubramanian Raman

Music shapes the tone of videos, yet creators often struggle to find soundtracks that match their video's mood and narrative. Recent text-to-music models let creators generate music from text prompts, but our formative study (N=8) shows…

人机交互 · 计算机科学 2026-02-05 Mina Huh , C. Ailie Fraser , Dingzeyu Li , Mira Dontcheva , Bryan Wang

Generative AI (GenAI) tools enhance social media video creation by streamlining tasks such as scriptwriting, visual and audio generation, and editing. These tools enable the creation of new content, including text, images, audio, and video,…

人机交互 · 计算机科学 2025-03-06 Torin Anderson , Shuo Niu

Online social platforms centered around content creators often allow comments on content, where creators moderate the comments they receive. As creators can face overwhelming numbers of comments, with some of them harassing or hateful,…

人机交互 · 计算机科学 2022-02-18 Shagun Jhaver , Quan Ze Chen , Detlef Knauss , Amy Zhang

In highly competitive software markets, user experience (UX) evaluation is crucial for ensuring software quality and fostering long-term product success. Such UX evaluations typically combine quantitative metrics from standardized…

人机交互 · 计算机科学 2026-02-02 Sandra Loop , Erik Bertram , Sebastian Juhl , Martin Schrepp

Compelling writing is tailored to its audience. This is challenging, as writers may struggle to empathize with readers, get feedback in time, or gain access to the target group. We propose a concept that generates on-demand feedback, based…

人机交互 · 计算机科学 2024-02-21 Karim Benharrak , Tim Zindulka , Florian Lehmann , Hendrik Heuer , Daniel Buschek

Live video commenting systems are an emerging feature of online video sites. Recently the Chinese video sharing platform Bilibili, has popularised a novel captioning system where user comments are displayed as streams of moving subtitles…

计算与语言 · 计算机科学 2020-06-05 Hao Wu , Gareth J. F. Jones , Francois Pitie

User feedback is crucial for the evolution of mobile apps. However, research suggests that users tend to submit uninformative, vague, or destructive feedback. Unlike recent AI4SE approaches that focus on generating code and other…

软件工程 · 计算机科学 2026-03-05 Jialiang Wei , Ali Ebrahimi Pourasad , Walid Maalej

The growing capabilities of AI in generating video content have brought forward significant challenges in effectively evaluating these videos. Unlike static images or text, video content involves complex spatial and temporal dynamics which…

计算机视觉与模式识别 · 计算机科学 2026-03-23 Xiao Liu , Xinhao Xiang , Zizhong Li , Yongheng Wang , Zhuoheng Li , Zhuosheng Liu , Weidi Zhang , Weiqi Ye , Jiawei Zhang

We introduce $\textit{InteractiveVideo}$, a user-centric framework for video generation. Different from traditional generative approaches that operate based on user-provided images or text, our framework is designed for dynamic interaction,…

计算机视觉与模式识别 · 计算机科学 2024-02-06 Yiyuan Zhang , Yuhao Kang , Zhixin Zhang , Xiaohan Ding , Sanyuan Zhao , Xiangyu Yue

The increasing importance of videos as a medium for engagement, communication, and content creation makes them critical for organizations to consider for user feedback. However, sifting through vast amounts of video content on social media…

This study investigates the use of generative AI to support formative assessment through machine generated reviews of peer reviews in graduate online courses in a public university in the United States. Drawing on Systemic Functional…

人工智能 · 计算机科学 2025-09-19 Gabriela C. Zapata , Bill Cope , Mary Kalantzis , Duane Searsmith

AI-generated media products are increasingly prevalent in the news industry, yet their impacts on audience perception remain underexplored. Traditional media often employs negative framing to capture attention and capitalize on news…

人机交互 · 计算机科学 2024-12-25 Wen Ku , Yihan Liu , Wei Zhang , Pengcheng An

Automatic live commenting aims to provide real-time comments on videos for viewers. It encourages users engagement on online video sites, and is also a good benchmark for video-to-text generation. Recent work on this task adopts…

计算与语言 · 计算机科学 2020-02-10 Chaoqun Duan , Lei Cui , Shuming Ma , Furu Wei , Conghui Zhu , Tiejun Zhao

With one billion monthly viewers, and millions of users discussing and sharing opinions, comments below YouTube videos are rich sources of data for opinion mining and sentiment analysis. We introduce the YouTube AV 50K dataset, a…

计算与语言 · 计算机科学 2019-04-25 Tao Li , Lei Lin , Minsoo Choi , Kaiming Fu , Siyuan Gong , Jian Wang
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