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References (70)

[1]
Measuring How (Not Just Whether) VLMs Build Common Ground
2025Saki Imai, Mert Inan et al.
[2]
Frictional Agent Alignment Framework: Slow Down and Don't Break Things
2025Abhijnan Nath, Carine Graff et al.
[3]
TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues
2025Hannah VanderHoeven, Brady Bhalla et al.
[4]
Feature Contributions to Multimodal Interpretation of Common Ground
2025Ibrahim Khebour, Changsoo Jung et al.
[5]
Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues
2025Anthony B. Sicilia, Malihe Alikhani
[6]
Dense Paraphrasing for multimodal dialogue interpretation
2024Jingxuan Tu, Kyeongmin Rim et al.
[7]
CPS-TaskForge: Generating Collaborative Problem Solving Environments for Diverse Communication Tasks
2024Nikita Haduong, Irene Wang et al.
[8]
The Llama 3 Herd of Models
2024Abhimanyu Dubey, Abhinav Jauhri et al.
[9]
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation
2024Cheng Niu, Xingguang Wang et al.
[10]
Encoding Gesture in Multimodal Dialogue: Creating a Corpus of Multimodal AMR
2024Kenneth Lai, Richard Brutti et al.
[11]
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond
2024Hao Fei, Yuan Yao et al.
[12]
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs
2024Xuhui Zhou, Zhe Su et al.
[13]
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
2024Yifei Zhou, Andrea Zanette et al.
[14]
Lexical Event Models for Multimodal Dialogues
2024James Pustejovsky, Yifan Zhu
[15]
When Text and Speech are Not Enough: A Multimodal Dataset of Collaboration in a Situated Task
2024Ibrahim Khebour, Richard Brutti et al.
[16]
Powerset multi-class cross entropy loss for neural speaker diarization
2023Alexis Plaquet, H. Bredin
[17]
MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic
2023Damien Sileo, Antoine Lernould
[18]
Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks
2023T. Ullman
[19]
Robust Speech Recognition via Large-Scale Weak Supervision
2022Alec Radford, Jong Wook Kim et al.
[20]
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs
2022Maarten Sap, Ronan Le Bras et al.

Showing 20 of 70 references

Founder's Pitch

"Develop an AI system capable of inferring shared beliefs in collaborative settings with distributed partial information."

Collaborative AIScore: 4View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

1/4 signals

2.5

Quick Build

1/4 signals

2.5

Series A Potential

1/4 signals

2.5

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