Proceedings: https://dl.acm.org/doi/proceedings/10.1145/3442442?tocHeading=heading7

1. Financial Fraud Detection on Micro-credit Loan Scenario via Fuller Location Information Embedding

   • Junxiang Jiang: FinVolution Group

2. Hierarchical Model for Goal Guided Summarization of Annual Financial Reports

   • Yash Agrawal: IIIT Hyderabad; Vivek Anand: IIIT Hyderabad; S. Arunachalam: Indian School of Business; Vasudeva Varma: IIIT Hyderabad

3. A Chinese Dataset for Exploring Financial Numeral Attributes

   • Maofu Liu: Wuhan University of Science and Technology; Xinxin Xia: Wuhan University of Science and Technology; Wei Wang: Wuhan University of Science and Technology

4. A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain

   • Yusuf Arslan: University of Luxembourg ; Kevin Allix: University of Luxembourg; Lisa Veiber: University of Luxembourg; Cedric Lothritz: University of Luxembourg; Tegawendé F. Bissyandé: University of Luxembourg; Jacques Klein: University of Luxembourg; Anne Goujon: University of Luxembourg

5. Centralized borrower and lender matching under uncertainty for P2P lending

   • Soumajyoti Sarkar: Arizona State University

6. Enhancing Intent Detection in Customer Service with Social Media Data

   • Jiantao Huang: National Taiwan University; Yi-Ru Liou: National Taiwan University; Hsin-Hsi Chen: National Taiwan University

7. FinSBD-2021: The 3nd Shared Task on Sentence Boundary Detection in Unstructured Text in the Financial Domain

   • Willy AU: Fortia Financial Solutions; Abderrahim AIT-AZZI: Fortia Financial Solutions;Ismail EL MAAROUF: Fortia Financial Solutions;Juyeon KANG: Fortia Financial Solutions

8. taka at the FinSBD-3 task: Tables and Figures Extraction by Visual Cues

   • Tien Dung Le: KBC; Dang Hoan Tran: Phenikaa

9. aiai at the FinSBD-3 task: Structure Boundary Detection of Noisy Financial Texts in English and French Using Data Augmentation and Hybrid Deep Learning Model

   • Ke Tian: Rakuten; Hua Chen: School of Computer and Information Engineering, Jiangxi Normal University

10. The FinSim 2021 Shared Task: Learning Semantic Representations for the Financial Domain

    • Youness MANSAR: Fortia Financial Solutions;Ismail EL MAAROUF: Fortia Financial Solutions;Juyeon KANG: Fortia Financial Solutions

11. FinMatcher at FinSim-2: Hypernymy Detection in the Financial Services Domain using Knowledge Graphs

    • Jan Portisch: University of Mannheim; Michael Hladik: SAP SE; Heiko Paulheim: University of Mannheim

12. IJS at the FinSim-2 task: Ontology-Augmented Term Classification

    • Timen Stepišnik Perdih: Jozef Stefan institute; Blaž Škrlj: Jožef Stefan institute; Senja Pollak: Jožef Stefan institute

13. L3i_LBPAM at the FinSim-2 task: Learning Financial Semantic Similarities with Siamese Transformers

    • Nhu Khoa Nguyen: L3i Laboratory; Emanuela Boros: Université de La Rochelle; Gaël Lejeune: Paris Sorbonne University; Antoine Doucet: University of La Rochelle; Thierry Delahaut: La Banque Postale Asset Management

14. GOAT at the FinSim-2 task: Learning Contextualized Word Representations with Pre-trained Models and Investopedia

    • Yulong Pei: Eindhoven University of Technology; Qian Zhang: Rogers Communications

15. TCS_WTIM_2021 at the FinSim-2 task: Transformer based Models for the Automatic Classification of Financial Terms

    • Tushar Goel: TCS Research; Vipul Chauhan: TCS Research; Ishan Verma: Tata Consultancy Services Limited; Tirthankar Dasgupta: Tata Consultancy Services; Lipika Dey: TCS Innovation Lab Delhi

16. PolyU-CBS at the FinSim-2 task: Combining Distributional, String-Based and Transformers-Based Features for Hypernymy Detection in the Financial Domain

    • Emmanuele Chersoni: Hong Kong Polytechnic University; Chu-Ren Huang: The Hong Kong Polytechnic University

17. aiai at the FinSim-2 task: Finance Domain Term Automatic Classification Via Word Ontology and Embedding

    • Ke Tian: Rakuten; Hua Chen: School of Computer and Information Engineering, Jiangxi Normal University