Daniele Rossini

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 6

Top Topics

Learning Models

Deep Architectures

Top Venues

Nat. Lang. Eng.

BlackboxNLP@EMNLP

Publications

Daniele Rossini, Danilo Croce, Sara Mancini, Massimo Pellegrino, Roberto Basili
Actionable Ethics through Neural Learning. AAAI (2020)
Danilo Croce, Daniele Rossini, Roberto Basili
Neural embeddings: accurate and readable inferences based on semantic kernels. Nat. Lang. Eng. 25 (4) (2019)
Danilo Croce, Daniele Rossini, Roberto Basili
Auditing Deep Learning processes through Kernel-based Explanatory Models. IIR (2019)
Danilo Croce, Daniele Rossini, Roberto Basili
Auditing Deep Learning processes through Kernel-based Explanatory Models. EMNLP/IJCNLP (1) (2019)
Danilo Croce, Daniele Rossini, Roberto Basili
Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures. BlackboxNLP@EMNLP (2018)
Danilo Croce, Daniele Rossini, Roberto Basili
On the Readability of Deep Learning Models: the role of Kernel-based Deep Architectures. CLiC-it (2018)