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Extracting Knowledge Graphs from Financial Filings

Jay Pujara
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
14, 2017, Chicago, IL, USA  ...  For example, given the sentence DSMM'17, May 14, 2017, Chicago, IL, USA © 2017 Copyright held by the owner/author(s). Publication rights licensed to Associa- tion for Computing Machinery.  ... 
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Financial Entity Identification and Information Integration (FEIII) 2017 Challenge

Louiqa Raschid, Douglas Burdick, Mark Flood, John Grant, Joe Langsam, Ian Soboroff
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
This report presents the goals and outcomes of the 2017 Financial Entity Identification and Information Integration (FEIII) Challenge.  ...  , Chicago, IL, USA c 2017 ACM.  ...  DSMM A total of eight organizations representing academia and industry in the US, Europe and Asia, generated seventeen submissions.  ... 
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Understanding Relations using Concepts and Semantics

Jouyon Park, Hyunsouk Cho, Seung-won Hwang
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
DSMM'17, Chicago, IL, USA © 2017 ACM. 978-1-4503-5031-0/17/05. . . $15.00 DOI: h p://dx.doi.org/10.1145/3077240.3077250 Figure 1 : 1 Top-k Frequently Concept Distributions also can be represented as  ...  A sentence DSMM'17, May 14, 2017, Chicago, IL, USA Jouyon Park, Hyunsouk Cho, and Seung-won Hwang Our hypothesis of using this feature is that, concept distributions should be similar between nancial  ... 
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Thomson Reuters' Submission to the FEIII 2017 Challenge Non-scored Tasks

Elizabeth Roman, Brian Ulicny, Yilun Du, Srijith Poduval, Allan Ko
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
In this paper we describe a machine learning approach to predict roles of extracted SEC triples for the non-scored task of the 2017 FEIII Challenge.  ...  DSMM'17, Chicago, IL, USA © 2017 Copyright held by the owner/author(s).  ...  Publication rights licensed to ACM. 978-1-4503-5031-0/17/05. . . $15.00 DOI: h p://dx.doi.org/10.1145/3077240.3077244 Table 1 : 1 Roles Role Description A liate Table 2 : 2 Centrality Rankings  ... 
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Entity relationship ranking using differential keyword-role affinity

Rohit Naini, Pawan Yadav
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
KEYWORDS Entity role ranking, keyword affinity ACM Reference format: Rohit Naini and Pawan Yadav. 2017. Entity relationship ranking using differential keyword-role affinity.  ...  DSMM'17, May 14, 2017, Chicago, IL, USA © 2017 Association for Computing Machinery. ACM ISBN 978-1-4503-5031-0/17/05. . . $15.00 https://doi.org/http://dx.doi.org/10.1145/3077240.3077255  ...  Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted.  ... 
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Balance Sheet Driven Probability Factorization for Inferring Bank Holdings

Shawn Mankad, Celso Brunetti, Jeffrey Harris
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
DSMM'17, Chicago, IL, USA © 2017 Copyright held by the owner/author(s).  ...  '17, May 14, 2017, Chicago, IL, USA Shawn Mankad, Celso Brune i, and Je rey Harris Wri en using matrix notation (with capital le ers), the balance sheet identity is ΠX + (W V )u = E + X + D, (2) where  ... 
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Web Text-based Network Industry Classifications

Eric Heiden, Gerard Hoberg, Craig A. Knoblock, Palak Modi, Gordon Phillips, Gaurangi Raul, Pedro Szekely
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
DSMM'17, Chicago, IL, USA © 2017 Copyright held by the owner/author(s).  ...  Publication rights licensed to ACM. 978-1-4503-5031-0/17/05. . . $15.00 DOI: h p://dx.doi.org/10.1145/3077240.3077245 traded companies using the business description sections from 10-K annual lings, which  ... 
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Exploring Financial Relationships Using Probabilistic Topic Models (Demonstration Paper)

Louiqa Raschid, Zheng Xu, Elena Zotkina
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
'17, May 14, 2017, Chicago, IL, USA c 2017 ACM.  ...  Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted.  ... 
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Comparing Features for Ranking Relationships Between Financial Entities based on Text

Tim Repke, Michael Loster, Ralf Krestel
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
DSMM'17, Chicago, IL, USA © 2017 ACM. 978-1-4503-5031-0/17/05. . . $15.00 DOI: http://dx.doi.org/10.1145/3077240.3077252 Table 1 : 1 Averaged experimental results for each role using BOW+EMB+SYN a liate  ...  Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted.  ... 
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Towards Re-defining Relation Understanding in Financial Domain

Chenguang Wang, Doug Burdick, Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Huaiyu Zhu
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
We describe our experiences in participating in the scored task for the 2017 FEIII Data Challenge.  ...  DSMM'17, Chicago, IL, USA © 2017 ACM. 978-1-4503-5031-0/17/05. . . $15.00 DOI: http://dx.doi.org/10.1145/3077240.3077254 the tuple (Context, Filing Entity, Mentioned Entity, Role), where Context appears  ...  Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted.  ... 
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Tensor Factors to Monitor the Co-Movement of Equity Prices

Louiqa Raschid, Joe Langsam, Tharindu Pieris, Anushka Bandara
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
DSMM'17, May 14, 2017, Chicago, IL, USA c 2017 ACM.  ...  Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted.  ... 
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Predicting Role Relevance with Minimal Domain Expertise in a Financial Domain

Mayank Kejriwal
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 3rd International Workshop on Data Science for Macro--Modeling with Financial and Economic Datasets - DSMM&#39;17</a> </i> &nbsp;
DSMM'17, Chicago, IL, USA © 2017 ACM. 978-1-4503-5031-0/17/05. . . $15.00 DOI: h p://dx.doi.org/10.1145/3077240.3077249 ad-hoc Table 1 : 1 Preliminary empirical results for three roles. e header indicates  ...  Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permi ed.  ... 
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