No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning
Prospectus Language and IPO Performance
It’s Time to Reason: Annotating Argumentation Structures in Financial Earnings Calls: The FinArg Dataset
How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model
Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines
AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations
A Sentiment and Emotion Annotated Dataset for Bitcoin Price Forecasting Based on Reddit Posts
FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights
Using Contextual Sentence Analysis Models to Recognize ESG Concepts
Automatic Term and Sentence Classification Via Augmented Term and Pre-trained language model in ESG Taxonomy texts
Knowledge Informed Sustainability Detection from Short Financial Texts
TCS_WITM_2022@FinSim4-ESG: Augmenting BERT with Linguistic and Semantic features for ESG data classification
Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect Of Financial Texts
Using Transformer-based Models for Taxonomy Enrichment and Sentence Classification