"Language is representations by itself. " #ACL2019nlp @sigrep_acl

References:
"MULTI-AGENT COOPERATION
AND THE EMERGENCE OF (NATURAL) LANGUAGE"
arxiv.org/pdf/1612.07182…
"How agents see things"
aclweb.org/anthology/D18-…
#ACL2019nlp

"We explore providing some information to the sender and receiver agents and look at the emerging language if it develops to ignore the redundant parts of the input"
Kharitonov et al. 2019
arxiv.org/abs/1905.13687
#ACLnlp2019 #rep4nlp



Most frequent words are short while less frequent ones are usually longer
#REP4nlp #ACL2019nlp

@RahmaChaabouni et al.
arxiv.org/abs/1905.12561
#REP4nlp #ACL2019nlp

Penalizing agents with brevity penalty fixes that but still doesn't reach the efficiency of human languages

Thanks Marco for the great talk!!