Leveraging Contextual Text Representations for Anonymizing German Financial Documents
D. Biesner, R. Ramamurthy, M. Lübbering, B. Fürst, H. Ismail, L. Hillebrand, A. Ladi, M. Pielka, R. Stenzel, T. Khameneh, V. Krapp, I. Huseynov, J. Schlums, U. Stoll, U. Warning, B. Kliem, C. Bauckhage and R. Sifa
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“The Cat is Out of the Bag” Explainable Risk Ranking with Financial Reports
T. Lin, R. Sun, H. Chang, C. Wang and M. Tsai
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Economic News Impact Analysis Using Causal-Chain Search from Textural Data
K. Izumi, S. Suda and H. Sakaji
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The Automated Venture Capitalist: Data and Methods to Predict the Fate of Startup Ventures
M. Ghassemi, C. Song and T. Alhanai
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A Robust Transferable Deep Learning Framework for Cross-sectional Investment Strategy
K. Nakagawa, M. Abe and J. Komiyama
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Modeling Institutional Credit Risk with Financial News
T. Tran-The
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WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series
M. Poli, J. Park and I. Ilievski
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Multi-View Risk Classification for Customer Due Diligence
J. Huesca, S. Zon, W. Ipenburg, J. Veldsink and M. Pechenizkiy
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Discrete Knowledge Graph Embedding based on Discrete Optimization
Y. Li, S. Xu, Z. Fu, S. Liu, B. Liu, X. Chen and Y. Zhang
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Classifying and Understanding Financial Transaction Data Using Graph Neural Network
X. Li, J. Saude, P. Reddy and M. Veloso
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Mining company sustainability reports to aid financial decision-making
T. Goel, P. Jain, I. Verma, L. Dey and S. Paliwal
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A Tool for Automatic Extraction of Information from Company Web Sites in the Field of International Servitization
G. Berend, C. Stadlmann, S. Mang and M. Überwimmer
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Reddit: A Novel Online Financial Consultancy
L. Manikonda and S. Divey
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Label Augmentation via Time-based Knowledge Distillation for Financial Anomaly Detection
H. Shen and E. Kursun
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