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AAAI21_Emergent_language
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haoyifan
AAAI21_Emergent_language
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073e6886
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073e6886
authored
Sep 10, 2020
by
haoyifan
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AAAI2021/tex/introduction.tex
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073e6886
...
...
@@ -58,13 +58,13 @@ vocabulary can express almost infinite concepts.}
\toprule
Works
&
Handcrafted induction
&
Compositionality
\\
\midrule
\cite
{
kirby2015compression
}&
Expressivity and compressibility
&
Qual
itative, Speaker
\\
\cite
{
kottur-etal-2017-natural
}&
Listener's memory
&
Qual
itative, Speaker
\\
\cite
{
choi2018compositional
}&
Maximum message length
&
Qual
itative, Speaker+Listener
\\
\cite
{
kirby2015compression
}&
Expressivity and compressibility
&
Not quant
itative, Speaker
\\
\cite
{
kottur-etal-2017-natural
}&
Listener's memory
&
Not quant
itative, Speaker
\\
\cite
{
choi2018compositional
}&
Maximum message length
&
Not quant
itative, Speaker+Listener
\\
\cite
{
lazaridou2018emergence
}&
Structure of input data
&
Quantitative, Speaker
\\
\cite
{
evtimova2018emergent
}&
Multi-modal scenarios
&
Quantitative, Speaker
\\
\cite
{
li2019ease
}&
Population size, resetting all listeners
&
Quantitative, Speaker
\\
\cite
{
chaabouni-etal-2019-word
}&
Word-order constraints
&
Qual
itative, Speaker
\\
\cite
{
chaabouni-etal-2019-word
}&
Word-order constraints
&
Not quant
itative, Speaker
\\
\cite
{
chaabouni2020compositionality
}&
Easier to decode
&
Quantitative, Speaker
\\
\textbf
{
Ours
}
&
\textbf
{
None
}
&
\textbf
{
Quantitative, Speaker+Listener
}
\\
\bottomrule
...
...
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