Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Sum-of-Parts: Self-Attributing Neural Networks with End-to-End Learning of Feature Groups
Weiqiu You, Helen Qu, Marco Gatti +2
Self-attributing neural networks (SANNs) present a potential path towards interpretable models for high-dimensional problems, but often face significant trade-offs in performance.…
cs.CL2023
Comparing Styles across Languages: A Cross-Cultural Exploration of Politeness
Shreya Havaldar, Matthew Pressimone, Eric Wong +1
Understanding how styles differ across languages is advantageous for training both humans and computers to generate culturally appropriate text. We introduce an explanation framewo…