6 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Effective and Interpretable Information Aggregation with Capacity Networks
Markus Zopf
How to aggregate information from multiple instances is a key question multiple instance learning. Prior neural models implement different variants of the well-known encoder-decode…
cs.LG2022
1-WL Expressiveness Is (Almost) All You Need
Markus Zopf
It has been shown that a message passing neural networks (MPNNs), a popular family of neural networks for graph-structured data, are at most as expressive as the first-order Weisfe…
cs.CL2019★ 6 cited
Learning Analogy-Preserving Sentence Embeddings for Answer Selection
Aissatou Diallo, Markus Zopf, Johannes Fürnkranz
Answer selection aims at identifying the correct answer for a given question from a set of potentially correct answers. Contrary to previous works, which typically focus on the sem…