Language Emergence in Multi Agent Dialog
Language Emergence in Multi Agent Dialog
Code for the Paper
Natural Language Does Not Emerge ‘Naturally’ in Multi-Agent Dialog Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra EMNLP 2017 (Best Short Paper)
If you find this code useful, please consider citing the original work by authors:
@inproceedings{visdial,
title = {{N}atural {L}anguage {D}oes {N}ot {E}merge '{N}aturally' in {M}ulti-{A}gent {D}ialog},
author = {Satwik Kottur and Jos'e M.F. Moura and Stefan Lee and Dhruv Batra},
journal = {CoRR},
volume = {abs/1706.08502},
year = {2017}
}
Introduction
This paper focuses on proving that the emergence of language by agent-dialogs is not necessarily
compositional and human interpretable. To demonstrate this fact, the paper uses a Image Guessing
Game “Task and Talk” as a testbed. The game comprises of two bots, a questioner