Financial Technology and Natural Language Processing (2021)


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bib (full) Proceedings of the Third Workshop on Financial Technology and Natural Language Processing

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Proceedings of the Third Workshop on Financial Technology and Natural Language Processing
Chung-Chi Chen | Hen-Hsen Huang | Hiroya Takamura | Hsin-Hsi Chen

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An Exploration of Automatic Text Summarization of Financial Reports
Samir Abdaljalil | Houda Bouamor

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Using Deep Learning to Correlate Reddit Posts with Economic Time Series During the COVID-19 Pandemic
Philip Hossu | Natalie Parde

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Topic Embedding Regression Model and its Application to Financial Texts
Weiran Xu | Koji Eguchi

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Predicting $GME Stock Price Movement Using Sentiment from Reddit r/wallstreetbets
Charlie Wang | Ben Luo

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FinSim-3: The 3rd Shared Task on Learning Semantic Similarities for the Financial Domain
Juyeon Kang | Ismail El Maarouf | Sandra Bellato | Mei Gan

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MXX@FinSim3 - An LSTM–based approach with custom word embeddings for hypernym detection in financial texts
Nadine Kroher | Aggelos Pikrakis | Simon White | Joe Lyske

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DICoE@FinSim-3: Financial Hypernym Detection using Augmented Terms and Distance-based Features
Lefteris Loukas | Konstantinos Bougiatiotis | Manos Fergadiotis | Dimitris Mavroeidis | Elias Zavitsanos

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Term Expansion and FinBERT fine-tuning for Hypernym and Synonym Ranking of Financial Terms
Ankush Chopra | Sohom Ghosh

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Yseop at FinSim-3 Shared Task 2021: Specializing Financial Domain Learning with Phrase Representations
Hanna Abi Akl | Dominique Mariko | Hugues de Mazancourt

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Exploiting Network Structures to Improve Semantic Representation for the Financial Domain
Chao Feng | Shijie Wei