FNS-2020: Financial Narrative Summarisation shared task Held at COLING 2020 conference as part of the FNS 2020 workshop. SEPTEMBER 13, 2020, BARCELONA =================== Shared Task URL: http://wp.lancs.ac.uk/cfie/fns2020/ Workshop URL: http://wp.lancs.ac.uk/cfie/fnp2020/ Participation Form: http://bit.ly/34xWCCp _____________________________________________
Shared Task Description:
The Structure-based Financial Narrative Summarisation (SB-FNS) aims to demonstrate the value and challenges of applying automatic text summarisation to financial text written in English, usually referred to as financial narrative disclosures. The task dataset has been extracted from UK annual reports published in PDF file format. The participants will be asked to provide structured summaries, based on real-world, publicly available financial annual reports of UK firms by extracting information from different key sections. Participants will be asked to generate summaries that reflects the analysis and assessment of the financial trend of the business over the past year, as provided by annual reports. The evaluation of the summaries will be performed using AutoSummENG and Rouge automatic metrics.
The shared task requires extraction from different key sections found in the annual reports produced by UK firms listed on The London Stock Exchange (LSE). Those sections are usually referred to as “narrative sections” or “front-end” sections and they usually contain textual information and reviews by the firm’s management and board of directors. Sections containing financial statements in terms of tables and numbers are usually referred to as “back-end” sections and are not supposed to be part of the narrative summaries. UK annual reports are lengthy documents with around 80 pages on average, some annual reports could span over more than 250 pages, making the summarisation task a challenging but an academically interesting one. For the purpose of this task we will ask the participants to produce one summary for each annual report. The summary length should not exceed 1000 words. We advise that the summary is generated/extracted based on the narrative sections, therefore the participating summarisers need to be trained to detect narrative sections before creating the summaries. The MultiLing team along with help from Barcelona’s UPF summarisation team will help in organising the shared task including the generation of the evaluation results and final proceedings. The MultiLing team have a rich experience in organising summarisation tasks since 2011.
Participants should fill this short form to register to the task of interest. Registration will result in subscription to the task's mailing list. To register for multiple tasks, repeat the above registration process for each task of interest.
December 1st, 2020: Registration opens.
February 17th, 2020: Release of training set.
March 23rd, 2020: Release of test set.
April 6th, 2020: Registration deadline.
April 13th, Submission deadline.
May 1st, 2020: Release of results.
Sep 13th, 2020: Workshop day. _____________________________________________
Contact: For any questions on the shared task please contact us on:fns.shared.task at gmail.com _____________________________________________
Shared Task Co-Organisers: - Ahmed AbuRa’ed (Universitat Pompeu Fabra). - Nikiforos Pittaras (NCSR, Demokritos). - Marina Litvak (Sami Shamoon College of Engineering). - George Giannakopoulos (SKEL Lab – NCSR Demokritos). - Mahmoud El-Haj (Lancaster University)
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