perspectives.tex (654B)
1 \begin{frame}{Perspectives} 2 \begin{block}{Short-term} 3 \begin{itemize} 4 \item Replace uniform assumption with Zipf-like distribution. 5 \item Masking neighbors to enforce an information bottleneck. 6 \item Make soft-positives stronger in triplet loss. 7 \item Data distribution problem of graph-based models. 8 \end{itemize} 9 \end{block} 10 \begin{block}{Long-term} 11 \begin{itemize} 12 \item Using language modeling for relation extraction. 13 \item Dataset-level modeling hypotheses. 14 \item Complex relations: 15 \begin{itemize} 16 \item \(n\)-ary relations, 17 \item fact qualifiers. 18 \end{itemize} 19 \end{itemize} 20 \end{block} 21 \end{frame}