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AAAI21_Emergent_language
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haoyifan
AAAI21_Emergent_language
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477bbc9b
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477bbc9b
authored
Sep 10, 2020
by
Ruizhi Chen
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添加related work中的表格
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AAAI2021/tex/relatedwork.tex
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477bbc9b
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@@ -14,7 +14,7 @@ the real world. None of these works realizes the importance of model capacity of
agent itself.
\rmk
{
this should be largely emphasized.
}
\begin{table
}
[b
]
\begin{table
*}
[htbp
]
\centering
\small
\caption
{
Handcrafted inductions in related works.
}
...
...
@@ -23,12 +23,17 @@ agent itself. \rmk{this should be largely emphasized.}
\toprule
Works
&
Handcrafted induction
&
Compositionality
\\
\midrule
&&
\\
&&
\\
\textbf
{
Ours
}
&
\textbf
{
None
}
&
\textbf
{
High
}
\\
\cite
{
kirby2015compression
}&
Expressivity and compressibility
&
Qualitative, Speaker
\\
\cite
{
kottur-etal-2017-natural
}&
Vocabulary size, listener's memory
&
Qualitative, Speaker
\\
\cite
{
choi2018compositional
}&
Vocabulary size, maximum message length
&
Qualitative, 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
{
chaabouni2020compositionality
}&
Easier to decode
&
Quantitative, Speaker
\\
\textbf
{
Ours
}
&
\textbf
{
None
}
&
\textbf
{
Quantitative, Speaker+Listener
}
\\
\bottomrule
\end{tabular}
\end{table}
\end{table
*
}
%measure
To measure the compositionality of emerged symbolic language, many metrics are
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