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Information Extraction from Federal Open Market Committee Statements ...
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FNP-FNS-41 - Daniel@FinTOC’2 Shared Task: Title Detection and Structure Extraction ...
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Mitigating Silence in Compliance Terminology during Parsing of Utterances ...
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Hierarchical summarization of financial reports with RUNNER ...
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Abstract:
With the constantly growing amount of information, the need arises to automatically summarize this written information. One of the challenges in the summary is that it’s difficult to generalize. For example, summarizing a news article is very different from summarizing a financial earnings report. This paper reports an approach for summarizing financial texts, which are different from the documents from other domains at least in three parameters: length, structure, and format. Our approach considers these parameters, it is adapted to hierarchical structure of sections, document length, and special “language”. The approach builds a hierarchical summary, visualized as a tree with summaries under different discourse topics. The approach was evaluated using extrinsic and intrinsic automated evaluations, which are reported in this paper. As all participants of the Financial Narrative Summarisation (FNS 2020) shared task, we used FNS2020 dataset for evaluations. ...
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Keyword:
Business Economics; Intelligent System; Natural Language Processing
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URL: https://underline.io/lecture/6522-hierarchical-summarization-of-financial-reports-with-runner https://dx.doi.org/10.48448/ed1s-0j69
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The Financial Document Structure Extraction Shared task: FinToc2020 ...
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Financial Document Causality Detection Shared Task (FinCausal 2020) ...
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FNP-FNS-40 - IIT_kgp at FinCausal 2020, Shared Task 1: Causality detection using Sentence Embeddings in Financial Reports ...
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A Computational Analysis of Financial and Environmental Narratives within Financial Reports and its Value for Investors ...
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Extracting Fine-Grained Economic Events from Business News ...
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