39 citations · 81 across the 7 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ML2017★ 1 cited
Deep learning bank distress from news and numerical financial data
Paola Cerchiello, Giancarlo Nicola, Samuel Ronnqvist +1
In this paper we focus our attention on the exploitation of the information contained in financial news to enhance the performance of a classifier of bank distress. Such informatio…
cs.CL2017★ 20 cited
A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations
Samuel Rönnqvist, Niko Schenk, Christian Chiarcos
We introduce an attention-based Bi-LSTM for Chinese implicit discourse relations and demonstrate that modeling argument pairs as a joint sequence can outperform word order-agnostic…