financial text

Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction ACL 2023 Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models EMNLP 2023 FinEntity: Entity-level Sentiment Classification for Financial Texts EMNLP 2023 From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset AACL 2023 GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves EMNLP 2023 Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models ACL 2022 Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022 It’s Time to Reason: Annotating Argumentation Structures in Financial Earnings Calls: The FinArg Dataset EMNLP 2022 Overview of the FinNLP-2022 ERAI Task: Evaluating the Rationales of Amateur Investors EMNLP 2022 Prospectus Language and IPO Performance EMNLP 2022 Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022 TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022 Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors EMNLP 2022 A Fine-Grained Annotated Corpus for Target-Based Opinion Analysis of Economic and Financial Narratives EMNLP 2021 EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021 Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021 Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning EMNLP 2021 Related Named Entities Classification in the Economic-Financial Context EACL 2021 Combining financial word embeddings and knowledge-based features for financial text summarization UC3M-MC System at FNS-2020 COLING 2020 Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets COLING 2020 FiNLP at FinCausal 2020 Task 1: Mixture of BERTs for Causal Sentence Identification in Financial Texts COLING 2020 Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification COLING 2020 Hierarchical summarization of financial reports with RUNNER COLING 2020 ISIKUN at the FinCausal 2020: Linguistically informed Machine-learning Approach for Causality Identification in Financial Documents COLING 2020 ProsperAMnet at FinCausal 2020, Task 1 & 2: Modeling causality in financial texts using multi-headed transformers COLING 2020