| 8:50-9:00 |
Opening Remarks |
Manuela Veloso / Sameena Shah
(J.P. Morgan AI Research) |
| 9:00-9:40 |
Keynote: Machine Learning in Finance - Lessons Learned |
Charles Elkan
(Goldman Sachs) |
| 9:40-9:50 |
“The Cat is Out of the Bag” Explainable Risk Ranking with Financial Reports |
Ting-Wei Lin
(National Chengchi University) |
| 9:50-10:00 |
Economic News Impact Analysis Using Causal-Chain Search from Textural Data |
Kiyoshi Izumi
(University of Tokyo) |
| 10:00-10:10 |
Mining company sustainability reports to aid financial decision-making |
Tushar Goel
(Tata Consultancy) |
| 10:10-10:20 |
Leveraging Contextual Text Representations for Anonymizing German Financial Documents |
David Biesner
(Fraunhofer) |
| 10:20-10:30 |
A Robust Transferable Deep Learning Framework for Cross-sectional Investment Strategy |
Kei Nakagawa
(Nomura Asset Management) |
| 10:30-11:00 |
Coffee Break |
|
| 11:00-11:40 |
Keynote: Learning from Incidental Supervision Signals |
Dan Roth
(University of Pennsylvania) |
| 11:40-11:50 |
The Automated Venture Capitalist: Data and Methods to Predict the Fate of Startup Ventures |
Mohammad Ghassemi
(Ghamut Corporation) |
| 11:50-12:00 |
Classifying and Understanding Financial Transaction Data Using Graph Neural Network |
Xiaoxiao Li
(Yale University) |
| 12:00-12:10 |
Label Augmentation via Time-based Knowledge Distillation for Financial Anomaly Detection |
Hongda Shen
(University of Alabama in Huntsville) |
| 12:10-1:30 |
Lunch |
|
| 1:30-2:10 |
Keynote: Advancing Textual Question Answering |
Danqi Chen
(Princeton University) |
| 2:10-2:50 |
Keynote: Minimally Supervised Knowledge Graph Induction from Text |
Alfio Massimiliano Gliozzo
(IBM Research) |
| 2:50-3:30 |
Panel |
Panelists |
| 3:30-4:00 |
Coffee Break |
|
| 4:00-5:30 |
Poster Session |
|