Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing
LREC-COLING 2024 Workshop
Construction of a Japanese Financial Benchmark for Large Language Models
Masanori Hirano
KRX Bench: Automating Financial Benchmark Creation via Large Language Models
Guijin Son, Hyunjun Jeon, Chami Hwang, Hanearl Jung
BLU-SynTra: Distinguish Synergies and Trade-offs between Sustainable Development Goals Using Small Language Models
Loris Bergeron, Jerome Francois, Radu State, Jean Hilger
Assessing the Impact of ESG-Related News on Stock Trading in the Indonesian Market: A Text Similarity Framework Approach
Okiriza Wibisono, Ali Akbar Septiandri, Reinhard Denis Najogie
Development and Evaluation of a German Language Model for the Financial Domain
Nata Kozaeva, Serhii Hamotskyi, Christian Hanig
Evaluating Multilingual Language Models for Cross-Lingual ESG Issue Identification
Wing Yan Li, Emmanuele Chersoni, Cindy Sing Bik Ngai
Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM
Kun Ouyang, Yi Liu, Shicheng Li, Ruihan Bao, Keiko Harimoto, Xu Sun
NetZeroFacts: Two-Stage Emission Information Extraction from Company Reports
Marco Wrzalik, Florian Faust, Simon Sieber, Adrian Ulges
FB-GAN: A Novel Neural Sentiment-Enhanced Model for Stock Price Prediction
Jainendra Kumar Jain, Ruchit Agrawal
Unveiling Currency Market Dynamics: Leveraging Federal Reserve Communications for Strategic Investment Insights
Martina Menzio, Davide Paris, Elisabetta Fersini
Analysis of Material Facts on Financial Assets: A Generative AI Approach
Gabriel Assis, Daniela Vianna, Gisele L. Pappa, Alexandre Plastino, Wagner Meira Jr, Altigran Soares da Silva, Aline Paes
Exploring Large Language Models in Financial Argument Relation Identification
Yasser Otiefy, Alaa Alhamzeh
Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis Using Large Language Models
Giuseppe Gallipoli, Simone Papicchio, Lorenzo Vaiani, Luca Cagliero, Arianna Miola, Daniele Borghi
ESG-FTSE: A Corpus of News Articles with ESG Relevance Labels and Use Cases
Mariya Pavlova, Bernard Casey, Miaosen Wang
BBRC: Brazilian Banking Regulation Corpora
Rafael Faria de Azevedo, Thiago Henrique Eduardo Muniz, Claudio Pimentel, Guilherme Jose de Assis Foureaux, Barbara Caldeira Macedo, Daniel de Lima Vasconcelos
Stock Price Prediction with Sentiment Analysis for Chinese Market
Yuchen Luan, Haiyang Zhang, Chenlei Zhang, Yida Mu, Wei Wang
Topic Taxonomy Construction from ESG Reports
Saif Majdi AlNajjar, Xinyu Wang, Yulan He
Duration Dynamics: Fin-Turbo’s Rapid Route to ESG Impact Insight
Weijie Yang, Xinyun Rong
Multilingual ESG News Impact Identification Using an Augmented Ensemble Approach
Harika Abburi, Ajay Kumar, Edward Bowen, Balaji Veeramani
Cheap Talk: Topic Analysis of CSR Themes on Corporate Twitter
Nile Phillips, Sathvika Anand, Michelle Lum, Manisha Goel, Michelle Zemel, Alexandra Schofield
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