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awesome-financial-nlp
Researches for Natural Language Processing for Financial Domain
https://github.com/icoxfog417/awesome-financial-nlp
- NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation
- Are You for Real? Detecting Identity Fraud via Dialogue Interactions
- Word Embeddings-Based Uncertainty Detection in Financial Disclosures - ECONLP, 2018.
- Detecting money laundering and terrorist financing via data mining - ADF, 2019.
- A framework for anomaly detection using language modeling, and its applications to finance - ADF, 2019.
- Deep Learning Models for Bankruptcy Prediction using Textual Disclosures - 758.
- Sentence Classification for Investment Rules Detection - ECONLP, 2018.
- Active Learning for Financial Investment Reports - FNLP, 2019.
- Complaint Analysis and Classification for Economic and Food Safety - ECONLP, 2019.
- Utilizing Pre-Trained Word Embeddings to Learn Classification Lexicons with Little Supervision - FNLP, 2019.
- Leveraging News Sentiment to Improve Microblog Sentiment Classification in the Financial Domain - ECONLP, 2018.
- Causality Analysis of Twitter Sentiments and Stock Market Returns - ECONLP, 2018.
- Implicit and Explicit Aspect Extraction in Financial Microblogs - ECONLP, 2018.
- A Time Series Analysis of Emotional Loading in Central Bank Statements - ECONLP, 2019.
- Leveraging BERT to Improve the FEARS Index for Stock Forecasting
- Tone Analysis in Spanish Financial Reporting Narratives
- Business Taxonomy Construction Using Concept-Level Hierarchical Clustering
- A Simple End-to-End Question Answering Model for Product Information - ECONLP, 2018.
- Annotation Process for the Dialog Act Classification of a Taglish E-commerce Q&A Corpus - ECONLP, 2019.
- Financial Event Extraction Using Wikipedia-Based Weak Supervision - ECONLP, 2019.
- Forecasting Firm Material Events from 8-K Reports - ECONLP, 2019.
- Incorporating Fine-grained Events in Stock Movement Prediction - ECONLP, 2019.
- Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction - ECONLP, 2019.
- Economic Causal-Chain Search using Text Mining Technology
- Extracting Complex Relations from Banking Documents - ECONLP, 2019.
- Unsupervised Word Influencer Networks from News Streams - ECONLP, 2018.
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- A Corpus of Corporate Annual and Social Responsibility Reports: 280 Million Tokens of Balanced Organizational Writing - ECONLP, 2018.
- CoFiF: A Corpus of Financial Reports in French Language - ECONLP, 2019.
- Machine learning in UK financial services
- For the First Time, Nasdaq Is Using Artificial Intelligence to Surveil U.S. Stock Market