All Stories

  1. Language models for environmental, social, and governance analysis: A review

    Article • Information Processing & Management, June 2026, Elsevier

    Frank Xing

  2. Happiness Prediction With Domain Knowledge Integration and Explanation Consistency

    Article • IEEE Transactions on Computational Social Systems, October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  3. A Retrieval-Augmented Multiagent System for Financial Sentiment Analysis

    Article • IEEE Intelligent Systems, March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  4. Natural language processing in finance: A survey

    Article • Information Fusion, March 2025, Elsevier

    Frank Xing

  5. Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

    Article • ACM Transactions on Management Information Systems, February 2025, ACM (Association for Computing Machinery)

    Frank Xing

  6. Explainable Stock Price Movement Prediction using Contrastive Learning

    Article • October 2024, ACM (Association for Computing Machinery)

    Frank Xing

  7. Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods

    Article • Cognitive Computation, August 2024, Springer Science + Business Media

    Frank Xing

  8. Financial risk tolerance profiling from text

    Article • Information Processing & Management, July 2024, Elsevier

    Frank Xing

  9. A Dynamic Dual-Graph Neural Network for Stock Price Movement Prediction

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  10. An Evaluation of Reasoning Capabilities of Large Language Models in Financial Sentiment Analysis

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  11. Financial Sentiment Analysis: Techniques and Applications

    Article • ACM Computing Surveys, February 2024, ACM (Association for Computing Machinery)

    Frank Xing

  12. New Lexicon for Financial Sentiment Analysis

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  13. Guest Editorial Neurosymbolic AI for Sentiment Analysis

    Article • IEEE Transactions on Affective Computing, July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  14. Financial sentiment analysis in the machine learning era

    Article • ACM Transactions on Management Information Systems, January 2023, ACM (Association for Computing Machinery)

    Frank Xing

  15. Guest Editorial: Sentiment Analysis as a Multidisciplinary Research Area

    Article • IEEE Transactions on Artificial Intelligence, October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  16. Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents

    Article • Proceedings of the AAAI Conference on Artificial Intelligence, June 2022, Association for the Advancement of Artificial Intelligence (AAAI)

    Frank Xing

  17. Soft computing for recommender systems and sentiment analysis

    Article • Applied Soft Computing, March 2022, Elsevier

    Frank Xing

  18. High-Frequency News Sentiment and Its Application to Forex Market Prediction

    Article • January 2021, HICSS Conference Office

    Frank Xing

  19. A survey on empathetic dialogue systems

    Article • Information Fusion, December 2020, Elsevier

    Frank Xing

  20. SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis

    Article • October 2020, ACM (Association for Computing Machinery)

    Frank Xing, Frank Xing

  21. Social Media Marketing and Financial Forecasting

    Article • Information Processing & Management, September 2020, Elsevier

    Frank Xing

  22. Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets

    Article • January 2020, Association for Computational Linguistics (ACL)

    Frank Xing

  23. Sentiment-aware volatility forecasting

    Article • Knowledge-Based Systems, July 2019, Elsevier

    Frank Xing

  24. Cognitive-inspired domain adaptation of sentiment lexicons

    Article • Information Processing & Management, May 2019, Elsevier

    Frank Xing

  25. Growing semantic vines for robust asset allocation

    Article • Knowledge-Based Systems, February 2019, Elsevier

    Frank Xing

  26. Discovering Bayesian Market Views for Intelligent Asset Allocation

    Article • January 2019, Springer Science + Business Media

    Frank Xing

  27. Public Mood–Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management

    Article • Cognitive Computation, November 2018, Springer Science + Business Media

    Frank Xing

  28. Intelligent Asset Allocation via Market Sentiment Views

    Article • IEEE Computational Intelligence Magazine, November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  29. Classifying World Englishes from a Lexical Perspective: A Corpus-Based Approach

    Article • January 2018, Springer Science + Business Media

    Frank Xing

  30. Natural language based financial forecasting: a survey

    Article • Artificial Intelligence Review, October 2017, Springer Science + Business Media

    Frank Xing

  31. Predicting evolving chaotic time series with fuzzy neural networks

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing

  32. Weakly supervised semantic segmentation with superpixel embedding

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Frank Xing