Accepted Papers

Main Track

  • Contextualizing Emerging Trends in Financial News Articles

Nhu Khoa Nguyen, Thierry Delahaut, Emanuela Boros, Antoine Doucet and Gaël Lejeune

  • AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees

Rong Liang, TIEHUA ZHANG, Yujie Lu, Yuze Liu, Zhen Huang and Xin Chen

  • Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation

Sixing Yan

  • Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption

Donggyu Kim, Garam Lee and Sungwoo Oh

  • TweetFinSent: A Dataset of Stock Sentiments on Twitter

Yulong Pei, Amarachi Mbakwe, Akshat Gupta, Salwa Alamir, Hanxuan Lin, Xiaomo Liu and Sameena Shah

  • Stock Price Volatility Prediction: A Case Study with AutoML

Hilal Pataci, Yannis Katsis, Yunyao Li, Yada Zhu and Lucian Popa

  • DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls

Hilal Pataci , Kexuan Sun and T. Ravichandran

  • Learning Better Intent Representations for Financial Open Intent Classification

Xianzhi Li, Will Aitken, Xiaodan Zhu and Stephen W. Thomas

  • Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis

Sudhandar Balakrishnan, Yihao Fang and Xiaodan Zhu

  • A Taxonomical NLP Blueprint to Support Financial Decision Making through Information-Centred Interactions

Siavash Kazemian, Cosmin Munteanu and Gerald Penn

ERAI Shared Task

  • Overview of the FinNLP-2022 ERAI Task: Evaluating the Rationales of Amateur Investors

Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura and Hsin-Hsi Chen

  • PromptShots at FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking

Peratham Wiriyathammabhum

  • LIPI at the FinNLP-2022 ERAI Task: Ensembling Sentence Transformers for Assessing Maximum Possible Profit and Loss from Online Financial Posts

Sohom Ghosh and Sudip Kumar Naskar

  • DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors

Chenyang Lyu, Tianbo Ji and Liting Zhou

  • UOA at the FinNLP-2022 ERAI Task: Leveraging the Class Label Description for Financial Opinion Mining

Jinan Zou, Haiyao Cao, Yanxi Liu, Lingqiao Liu, Ehsan Abbasnejad and Javen Qinfeng Shi

  • aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining

Zhaoxuan Qin, Jinan Zou, Qiaoyang Luo, Haiyao Cao and Yang Jiao

  • Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors

Yan Zhuang and Fuji Ren

  • LDPP at the FinNLP-2022 ERAI Task: Determinantal Point Processes and Variational Auto-encoders for Identifying High-Quality Opinions from a pool of Social Media Posts

Paul Trust and Rosane Minghim

  • Jetsons at the FinNLP-2022 ERAI Task: BERT-Chinese for mining high MPP posts

Alolika Gon, Sihan Zha, Sai Krishna Rallabandi, Parag Pravin Dakle and Preethi Raghavan