https://github.com/malihealikhani/Grounding_in_Dialogue

ACL 2020 Tutorial by Malihe Alikhani and Matthew Stone
https://github.com/malihealikhani/Grounding_in_Dialogue

Last synced: 3 months ago
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ACL 2020 Tutorial by Malihe Alikhani and Matthew Stone

• Host: GitHub
• URL: https://github.com/malihealikhani/Grounding_in_Dialogue
• Owner: malihealikhani
• Created: 2020-04-03T12:46:37.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-06-29T19:05:57.000Z (over 4 years ago)
• Last Synced: 2024-07-29T07:34:22.897Z (3 months ago)
• Homepage:
• Size: 2 MB
• Stars: 37
• Watchers: 6
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• Awesome-Multimodal-Research - Achieving Common Ground in Multi-modal Dialogue (Cutting-edge)

README

        
# Grounding_in_Dialogue

ACL 2020 Tutorial

Link to slides:

https://docs.google.com/presentation/d/11to5fJBltQuQ2E7ShM2XEIPKVjTUCOFgkWC7tXaelD0/edit?usp=sharing

# Outline

* Part 1

  * Introduction 

  * Fundamental approaches to multimodal grounding 

  * Grounding in communication: science and models 

  * Multimodality in human-human conversation 

* Part 2

  * Grounding with animated agents and robots 

  * Adapting grounding to modality and culture 

  * Exploiting language technology for grounding in multimodal contexts 

  * Learning multimodal grounding: visual dialogue and other datasets 

  * Applications, conclusions and future work 

# Reading list

The tutorial will be self-contained. For further readings, we recommend the following publications that are central to the non-verbal grounding framework as of late 2019:

* Grounding in communication, Herb Clark and Susan Brennan. 

*  Meaning and demonstration by Una Stojnic and Matthew Stone 

*  Using Reinforcement Learning to Model Incrementality

in a Fast-Paced Dialogue Game, Ramesh Manuvinakurike, David DeVault and Kallirroi Georgila.

*  Language to Action: Towards Interactive Task Learning with Physical Agents, Joyce Y. Chai by Joyce Y. Chai et al.

*  It's Not What You Do, It's How You Do It: Grounding Uncertainty for a Simple Robot, Julian Hough and David Schlangen. 

*  Learning Effective Multimodal Dialogue Strategies from Wizard-of-Oz Data: Bootstrapping and Evaluation rieser-lemon by Verena Rieser and  Oliver Lemon. 

* A survey of nonverbal signaling methods for non-humanoid robots by Elizabeth Cha et al. 

* The Devil is in the Details: A Magnifying Glass for the GuessWhich Visual Dialogue Game by Alberto Testoni et al. 

# ACL 2020 Schedule 

https://acl2020.org/schedule/