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20192026
most citedGeneralization bounds for neural ordinary differential equations and deep residual networks

8 citations · 24 across the 11 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.CL2021

Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs

Pierre Marion, Paweł Krzysztof Nowak, Francesco Piccinno

We tackle the problem of weakly-supervised conversational Question Answering over large Knowledge Graphs using a neural semantic parsing approach. We introduce a new Logical Form (…

stat.ML2021★ 7 cited

Framing RNN as a kernel method: A neural ODE approach

Adeline Fermanian, Pierre Marion, Jean-Philippe Vert +1

Building on the interpretation of a recurrent neural network (RNN) as a continuous-time neural differential equation, we show, under appropriate conditions, that the solution of a…