Financial Technology and Natural Language Processing (2021)

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

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

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

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

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

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

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

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

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

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

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