HAAFOR Challenge is annual event through which we seek to expose participants to various areas such as applied/financial math, computational science, machine-learning and artificial intelligence that we utilize in quantitative trading. This year’s challenge will focus on natural language processing (NLP). NLP is an important research area in HAAFOR as many sources of information relevant to financial predictions exists in unstructured format, e.g news and financial reports. Research and development of NLP techniques allow us to tap into these valuable data and utilize them to generate diversified sources of returns.
This year’s challenge task is named entity recognition (NER). While general purpose NER is more or less a solved problem, recognizing company names in financial texts poses higher difficulty, due to heterogeneity in the structure of their names. For example, Apple Inc (Cupertino-based iPhone maker) may show up in many different forms as ‘Apple’, ‘Apple Computers’, ‘Apple Computer, Inc’, ‘Apple Inc’, ‘Apple (Singapore)’, Apple (Korea). We would like participants to design and implement an algorithm to identify mentions of certain companies in the corpus provided. Along with the corpus, participants will be provided with a mapping of relevant CompanyID, OfficialName in which
Given the above mapping and the corpus, the algorithm should parse each article and return the CompanyIDs of all relevant companies mentioned in the article. An evaluation corpus containing 100K articles will be provided, for which participants will label using the algorithm they have implemented. Please see attachment for the details. If you would like to participate in HAAFOR Challenge 2018, please send your application form(attached) to firstname.lastname@example.org
Winners will be selected based on the evaluation method above. Selected winners will be awarded with prizes as below.
In addition, winners and top-ranking participants will be invited for job interviews at our Singapore or Korea office.
20th July 2018
Due:23 Sep 2018
Submission:Please email the answer file to email@example.com with subject - [Challenge] Both Individual/Team submission are available. Please kindly include all the team members’ names for team submission.
Annoucement:Announcement will be in October 2018