mlsanityData to 7 Oct 2026

CrossTalk: Intelligent Substrates for Language-Oriented Interaction in Video-Based Communication and Collaboration

arXiv 2308.03311 ↗First posted 7 Aug 2023cs.HC cs.AI cs.CLcited by 6

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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

  1. 2019Sentence-BERT: Sentence Embeddings using Siamese BERT-Networkscited by 9,049
  2. 2021Meeting Effectiveness and Inclusiveness in Remote Collaborationcited by 4
  3. 2020MeetCues: Supporting Online Meetings Experiencecited by 3

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 2; 2025: 3; 2026: 1.

6 papers.