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Cristian-Paul Bara

4 accepted papers

2023

Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue

IJCAI 2023poster

Collaborative tasks often begin with partial task knowledge and incomplete plans from each partner. To complete these tasks, partners need to engage in situated communication with their partners and coordinate their partial plans towards a complete plan to achieve a joint task goal. While such c…

2022

DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents

EMNLP 2022finding

In the real world, autonomous driving agents navigate in highly dynamic environments full of unexpected situations where pre-trained models are unreliable. In these situations, what is immediately available to vehicles is often only human operators. Empowering autonomous driving agents with the abil…

2021

MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks

EMNLP 2021main

An ideal integration of autonomous agents in a human world implies that they are able to collaborate on human terms. In particular, theory of mind plays an important role in maintaining common ground during human collaboration and communication. To enable theory of mind modeling in situated interact…

Cited by 74SourcePDFScholar
2019

Muse-ing on the Impact of Utterance Ordering on Crowdsourced Emotion Annotations

ICASSP 2019accepted

Emotion recognition algorithms rely on data annotated with high quality labels. However, emotion expression and perception are inherently subjective. There is generally not a single annotation that can be unambiguously declared "correct." As a result, annotations are colored by the manner in which t…

Cited by 0SourceScholar