Mariah Bradford

4 papers · 2024–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

AAAI (1) COLING (1) EMNLP (1) NAACL (1)

Top co-authors

Nikhil Krishnaswamy (4) James Pustejovsky (3) Yifan Zhu (3) Carlos Mabrey (3) Kenneth Lai (3) Jingxuan Tu (2) Jack Fitzgerald (2) Hannah VanderHoeven (2) Videep Venkatesha (2) Austin C. Youngren (2)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Natural Language Processing (2) Generation (2) Computer Vision (1) Interdisciplinary (1) Analysis (1) Application Areas (1) Cognitive Science (1) Core Methods (1)

Keywords

dialogue system (2) common ground (2) collaborative dialogue (2) multimodal learning (2) belief tracking (1) real-time processing (1) causal relation (1) dialogue modeling (1) engagement detection (1) deep neural model (1) nonverbal behavior (1) graph-based framework (1) graph neural network (1) group dynamics (1) multimodal analytics (1) nonverbal behavior detection (1) group engagement (1) student interaction analysis (1) epistemic tracking (1) collaboration analysis (1)

Papers

Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement AAAI 2025 TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues NAACL 2025 “Any Other Thoughts, Hedgehog?” Linking Deliberation Chains in Collaborative Dialogues EMNLP 2024 Common Ground Tracking in Multimodal Dialogue COLING 2024