Conversational Grounding in Emergent Communication -- Data and Divergence
Abstract
We argue for a new research direction in emergent communication, combining work on `Conversational Grounding' with Symbol Grounding (SG+CG). We first present the fine-grained and targeted feedback signals provided by Conversational Grounding messages and discuss the potential advantages of such a combination. We argue that a key factor holding back research in this area is lack of appropriate data, where divergent agents can resolve disagreements and errors, and we propose requirements and methods for new data collections enabling such work.
Cite
Text
Lemon. "Conversational Grounding in Emergent Communication -- Data and Divergence." ICLR 2022 Workshops: EmeCom, 2022.Markdown
[Lemon. "Conversational Grounding in Emergent Communication -- Data and Divergence." ICLR 2022 Workshops: EmeCom, 2022.](https://mlanthology.org/iclrw/2022/lemon2022iclrw-conversational/)BibTeX
@inproceedings{lemon2022iclrw-conversational,
title = {{Conversational Grounding in Emergent Communication -- Data and Divergence}},
author = {Lemon, Oliver},
booktitle = {ICLR 2022 Workshops: EmeCom},
year = {2022},
url = {https://mlanthology.org/iclrw/2022/lemon2022iclrw-conversational/}
}