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20202026
most citedTree-Constrained Graph Neural Networks For Argument Mining

2 citations · 7 across the 11 of their papers we have counts for

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cs.CL2021★ 1 cited

Combining Transformers with Natural Language Explanations

Federico Ruggeri, Marco Lippi, Paolo Torroni

Many NLP applications require models to be interpretable. However, many successful neural architectures, including transformers, still lack effective interpretation methods. A poss…

cs.CL2021★ 2 cited

Tree-Constrained Graph Neural Networks For Argument Mining

Federico Ruggeri, Marco Lippi, Paolo Torroni

We propose a novel architecture for Graph Neural Networks that is inspired by the idea behind Tree Kernels of measuring similarity between trees by taking into account their common…