CrossTalk: Intelligent Substrates for Language-Oriented Interaction in Video-Based Communication and Collaboration
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Abstract (arXiv)
Despite the advances and ubiquity of digital communication media such as videoconferencing and virtual reality, they remain oblivious to the rich intentions expressed by users. Beyond transmitting audio, videos, and messages, we envision digital communication media as proactive facilitators that can provide unobtrusive assistance to enhance communication and collaboration. Informed by the results of a formative study, we propose three key design concepts to explore the systematic integration of intelligence into communication and collaboration, including the panel substrate, language-based intent recognition, and lightweight interaction techniques. We developed CrossTalk, a videoconferencing system that instantiates these concepts, which was found to enable a more fluid and flexible communication and collaboration experience.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). Builds on 3 of its 74 references that are in the map. First posted on arXiv 7 Aug 2023.
Builds on
3 of 74 references.
References · 3
- 2019Sentence-BERT: Sentence Embeddings using Siamese BERT-Networkscited by 9,049
- 2021Meeting Effectiveness and Inclusiveness in Remote Collaborationcited by 4
- 2020MeetCues: Supporting Online Meetings Experiencecited by 3
Built on by
Citing papers per year: 2024: 2; 2025: 3; 2026: 1.
6 papers.
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- 2025MeetMap: Real-Time Collaborative Dialogue Mapping with LLMs in Online Meetingscited by 3
- 2025MapStory: Prototyping Editable Map Animations with LLM Agentscited by 3
- 2026Spatula: Exploring On-Demand In-Situ Interfaces and Interaction for Attribute Controlcited by 0
- 2026Spatula: Exploring On-Demand In-Situ Interfaces and Interaction for Attribute Control11 Jul 2026
- 2025Orca: Browsing at Scale Through User-Driven and AI-Facilitated Orchestration Across Malleable Webpages28 May 2025
- 2025MapStory: Prototyping Editable Map Animations with LLM Agents28 May 2025
- 2025MeetMap: Real-Time Collaborative Dialogue Mapping with LLMs in Online Meetings3 Feb 2025
- 2024Augmented Physics: Creating Interactive and Embedded Physics Simulations from Static Textbook Diagrams28 May 2024
- 2024DrawTalking: Building Interactive Worlds by Sketching and Speaking11 Jan 2024