Financial Sentiment Analysis

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4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. BAIBAICHUCHU at the NTCIR-19 FinArg-3 Task: When Is Maximum Possible Profit Predictable from Investor Text?

    Oct 2, 2026Zong-Han Bai, Po-Yen ChuFinancial ForecastingLearning to Rank

    National Tsing Hua University Hsinchu, Taiwan · Stanford University Stanford, CA, USA

  2. From Tweets to Trades: Analyzing the Influence of Public Mood over Stock Market Performance in Turkiye

    Sep 30, 2026Ece Elif Adak, Bertaç Şakir Şahin, Şaziye Betül ÖzateşFinancial Time SeriesFinancial Sentiment Analysis

    Boazici University, 34342 Bebek/Istanbul, Turkiye · Yıldız Technical University, 34220 Esenler/Istanbul, Turkiye

  3. Say, Echo, Do: Strategic Narratives and Revealed Positioning in Financial Markets

    Sep 29, 2026Ali Atiah AlzahraniQuantitative FinanceFinancial Forecasting

    Riyadh, Saudi Arabia

  4. Financial Language Models as Applied Artificial Intelligence Systems for News-Based Trading under Market Frictions

    Sep 20, 2026Kemal KirtacLLM EvaluationFinancial Sentiment Analysis

    Department of Computer Science, University College London, 66–72 Gower Street, London WC1E 6EA, United Kingdom · Department of Computer Science, University of Warwick, 6 Lord Bhattacharyya Way, Coventry CV4 7EZ, United Kingdom

  5. Human Agreement and Return Association Are Not Interchangeable Criteria

    Sep 10, 2026AS Aravinthakshan, Laven Srivastava, Harsh NandwaniFinancial ForecastingFinancial Sentiment Analysis

    Manipal Institute of Technology · Perssonify

  6. From Tone to Trajectory: Continuous Sentiment and the Shape of Monetary Policy Communication

    Aug 24, 2026Martin Feldkircher, Márton Kardos, Kristoffer Laigaard NielboFinanceSentiment Analysis

    Vienna School of International Studies (DA) · Oesterreichische Nationalbank (OeNB) · Centre for Applied Macroeconomic Analysis (CAMA) +1

  7. LabelFusion-TS: Fusing Large Language Models, Transformer Encoders, and Financial Time Series for Monetary-Policy Stance Classification

    Aug 12, 2026Michael Schlee, Fabian Lukassen, Christoph WeisserFinancial Sentiment AnalysisFinancial Time Series

    Centre for Statistics, Georg-August-Universität Göttingen, Germany · Hochschule Bielefeld (HSBI) - University of Applied Sciences and Arts, Bielefeld, Germany

  8. RA-FinBERT: Rule-aware LoRA adaptation for low-resource financial sentiment classification

    Aug 10, 2026Fan Zhang, Jiaming LiSentiment AnalysisFinancial Sentiment Analysis

    School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, Arizona 86011, USA

  9. An Exploratory Evaluation of LLM-Assisted Rewriting of Moderate-Complexity Financial Sentences for DisCoCat-Based Sentiment Analysis

    Aug 7, 2026Brian Llinas, Nikos ChrisochoidesFinancial Sentiment AnalysisQuantum Machine Learning

    Department of Computer Science Old Dominion University Norfolk, VA, USA

  10. Reading Copom's Tone: A Weighted LLM Framework for Hawkish-Dovish Sentiment, Forward Guidance, and Uncertainty

    Aug 7, 2026Gabriel de Macedo SantosSentiment AnalysisFinancial Sentiment Analysis

    Instituto de Tecnologia e Liderança

  11. From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models

    Aug 4, 2026Fusheng LuoLLM EvaluationQuantitative Finance

    Johns Hopkins University Baltimore, Maryland, USA

  12. Beyond Sentiment: Structured Information Extraction from Financial News

    Jul 30, 2026Daohan Zhu, Sitong Ge, Ruofei Wang +4Financial Sentiment AnalysisDocument Information Extraction

    School of ASEE, Beihang University, Beijing, China · School of BME, Beihang University, Beijing, China · CAIR and CECS, VinUniversity, Hanoi, Vietnam

  13. FinSMART: Financial Sentiment Analysis for Algorithmic Trading through Market-Aligned Reinforcement Learning

    Jul 30, 2026Giorgos Iacovides, Wuyang Zhou, Danilo MandicRL for Language ModelsReinforcement Learning

    Imperial College London · London, UK

  14. LLM-Based vs. Lexicon-Based Sentiment Signals for Tail-Risk Detection in Meme Stocks

    Jul 27, 2026Paul Kilian, Markus KleffmannSocial Media AnalysisSentiment Analysis

    IU International University of Applied Sciences, Erfurt, Germany

  15. TriAgent: Divergence-Aware Multi-Agent Committees for Cost-Efficient Financial Sentiment Analysis

    Jul 22, 2026Isabel Xu, Cynthia Xu, Rachel Ren +2Multi-Agent LLM SystemsFinancial Sentiment Analysis

    The Overlake School · 1The Overlake School · Edwards Vacuum Inc. +3

  16. How Much of a 10-K Matters? Aggregation-Dependent Value of Full-Text versus Risk-Factor Sentiment

    Jul 15, 2026Sanggyu Sean ChoiSentiment AnalysisFinancial Sentiment Analysis

    Artificial Intelligence and its Application Institute · University of Edinburgh

  17. Fast Numbers, Slow Language: Bridging Quantitative and Qualitative Earnings Signals

    Jun 29, 2026Ding Yu, Zhuo Liu, Hao Zhang +1Quantitative FinanceFinancial Sentiment Analysis

    University of Rochester · Rochester Institute of Technology

  18. Efficient Financial Language Understanding via Distillation with Synthetic Data

    Jun 17, 2026Wen-Fong, Huang, Edwin SimpsonFinancial Sentiment AnalysisLanguage Model Distillation

    Xavier · School of Engineering Mathematics and Technology, University of Bristol

  19. Can News Predict the Market? Limits of Zero-Shot Financial NLP and the Role of Explainable AI

    Jun 10, 2026Ali M Karaoglu, Shreyank N GowdaExplainable Artificial IntelligenceZero-Shot Text Classification

    School of Computer Science, University of Nottingham, Nottingham, United Kingdom

  20. A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis

    Jun 9, 2026Fanrong Liu, Zhang Yuwei, Mingni LuoReinforcement LearningQuantitative Finance

    Henan University, International Eurasia College, Kaifeng, Henan, China · City University of Hong Kong, College of Business, Hong Kong, China · Northeastern University, School of Electronic and Information Engineering, Seattle, United States

  21. Graph-Augmented Retrieval for Cross-Entity Financial Sentiment Analysis: A Comparative Study

    May 19, 2026Rajan Bastakoti, Sagar Bhetwal, Nirajan Acharya +1Graph Retrieval-Augmented GenerationFinancial Sentiment Analysis

    DePaul University · Chicago, IL, USA · Youngstwon State University +2

  22. LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets

    May 19, 2026Mona H. Albaqawi, Eman M. Albalkhi, Joud A. Albaiti +1Financial Sentiment AnalysisLow-Resource Language Processing

    George Mason University · Damascus University · University of Jeddah +1

  23. FinMoji: A Framework for Emoji-driven Sentiment Analysis in Financial Social Media

    May 10, 2026Ahmed Mahrous, Roberto Di PietroSocial Media AnalysisSentiment Analysis

    King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia

  24. Cross-Cultural Transfer of Emoji Semantics and Sentiment in Financial Social Media

    May 10, 2026Ahmed Mahrous, Roberto Di PietroSocial Media AnalysisSentiment Analysis

    King Abdullah University of Science and Technology (KAUST)

  25. Semantically Enriching Investor Micro-blogs for Opinion-Aware Emotion Analysis: A Practical Approach

    May 4, 2026Gaurav Negi, Paul BuitelaarFinancial Sentiment AnalysisFinance

    Data Science Institute · University Of Galway · Galway, Ireland

  26. SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning

    Apr 21, 2026Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl +12Financial ServicesArabic NLP

    1MBZUAI · 2INSAIT, Sofia University ”St. Kliment Ohridski” · 3The University of Manchester +1

  27. SenseAI: A Human-in-the-Loop Dataset for RLHF-Aligned Financial Sentiment Reasoning

    Apr 6, 2026Berny KabalisaFinancial Sentiment AnalysisHallucination in Language Models

    RizqSpark | SenseAI

  28. Leveraging Large Language Models for Sentiment Analysis: Multi-Modal Analysis of Decentraland's MANA Token

    Apr 4, 2026Xintong Wu, Peiting Tsai, Jing Yuan +3Financial Time SeriesMultivariate Time Series Forecasting

    University of Pennsylvania, Philadelphia, PA, USA · Microsoft, Beijing, China · Digital Innovation Research Center and Social Science Division, Duke Kunshan University. Address: Duke Avenue No.8, Kunshan, Suzhou, Jiangsu, China, 215316.

  29. Decoding Market Emotions in Cryptocurrency Tweets via Predictive Statement Classification with Machine Learning and Transformers

    Mar 26, 2026Moein Shahiki Tash, Zahra Ahani, Mohim Tash +3ClassificationText Classification

    Centro de Investigación en Computación, Instituto Politécnico Nacional, Ciudad de México, México · Management and Economics Faculty, University of Sistan and Baluchestan, Zahedan, Iran · Universidad Panamericana, Augusto Rodin, Ciudad de México, México

  30. Causal Reconstruction of Sentiment Signals from Sparse News Data

    Mar 24, 2026Stefania Stan, Marzio Lunghi, Vito Vargetto +4Financial Sentiment AnalysisTime Series Imputation

    UBS Business Solutions AG, Switzerland · UBS AG, Singapore