--- title: "Corporate filings and text datasets" description: "Datasets in the category “Corporate filings and text” were mentioned in 21 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #18 of the 58 data categories mentioned." url: https://scholar4ai.com/datasets/corporate-filings-and-text markdown_url: https://scholar4ai.com/datasets/corporate-filings-and-text.md license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) data_url: https://scholar4ai.com/data/rankings.json updated: 2026-10-26T12:13:05+09:00 window: 2026-09-27 to 2026-10-26 source: OpenAlex (CC0) --- # Corporate filings and text Annual reports and other regulatory filings, earnings calls, and the word lists used to read them. - 1 papers in the last 7 days - 5 of its 5 datasets mentioned Back to the ranking: https://scholar4ai.com/rankings/datasets.md ## Key findings - Datasets in the category “Corporate filings and text” were mentioned in 21 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #18 of the 58 data categories mentioned. - The most-mentioned were Loughran-McDonald dictionary (10), Earnings call transcripts (9), 10-K filings (5), XBRL filings (2) and SEC EDGAR (1). - By journal category: Finance (13), Management (4), Economics (1), AI (1), Operations Research (1) and Accounting (1). - Most of them appeared in Finance research letters (5), International Review of Economics & Finance (2) and Computational Economics (1). ## Datasets *Datasets in this category · 2026-09-27 – 2026-10-26 (30 days)* | Dataset | Papers | Last 7 days | Names searched for | |---|---:|---:|---| | Loughran-McDonald dictionary | 10 | 0 | Loughran and McDonald, Loughran-McDonald | | Earnings call transcripts | 9 | 0 | earnings call transcript, earnings conference call, conference call transcript | | 10-K filings | 5 | 0 | 10-K filing, 10-K report, Form 10-K | | XBRL filings | 2 | 1 | XBRL | | SEC EDGAR | 1 | 1 | SEC EDGAR, EDGAR database, EDGAR filings, EDGAR system, EDGAR full-text | ## Papers *Papers mentioning these datasets, newest first.* | Date | Title | Journal | Authors | Affiliations | Datasets mentioned | |---|---|---|---|---|---| | 2026-10-21 | [Leveraging Machine Learning for Profit Forecasting and Cost Optimization Using Public Financial Data](https://doi.org/10.1007/s10614-026-11455-z) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | Bilal Ahmad, Abdu Salam, Mian Abdulbasit et al. | University of Peshawar; Abdul Wali Khan University Mardan; Yeungnam University; … | SEC EDGAR, XBRL filings | | 2026-10-17 | [LLM application in digital asset assessments: mixed methods research](https://doi.org/10.1007/s10115-026-02910-2) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Yann Thorens, Martin Angerer, Pejman Ebrahimi et al. | University of Liechtenstein | 10-K filings | | 2026-10-17 | [Expected default risk and abnormal returns: Evidence from textual disclosures in earnings conference calls](https://doi.org/10.1016/j.dss.2026.114783) | [Decision Support Systems](https://scholar4ai.com/journals/decision-support-systems.md) | Yi‐Mien Lin, Li-Yu Chen | | Earnings call transcripts | | 2026-10-16 | [Public technical disclosure of AI implementation in finance: Python-framed evidence from 253 NYSE-listed financial companies](https://doi.org/10.1186/s40854-026-00979-w) | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | Veliota Drakopoulou | Embry–Riddle Aeronautical University | Loughran-McDonald dictionary | | 2026-10-15 | [Corporate board oversight and disclosure complexity](https://doi.org/10.1016/j.frl.2026.110926) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | Habeeb Yahya, Toufiq Nazrul | University of Turku; Washburn University | Loughran-McDonald dictionary | | 2026-10-15 | [Scripted and unscripted disclosure: Tone in Brazilian earnings calls and short-window market reactions](https://doi.org/10.1016/j.iref.2026.105952) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Rodrigo Dos Reis Maia, Jorge Miguel Bravo | Universidade Nova de Lisboa | Earnings call transcripts, Loughran-McDonald dictionary | | 2026-10-10 | [Design-logic alignment in digital transformation: A qualitative meta-analysis of Kodak](https://doi.org/10.1016/j.jsis.2026.102008) | [The Journal of Strategic Information Systems](https://scholar4ai.com/journals/the-journal-of-strategic-information-systems.md) | Amir Ashrafi, Panos Constantinides, Jason Bennett Thatcher et al. | Brunel University of London; Stockholm School of Economics; University of Colorado System; … | 10-K filings | | 2026-10-07 | [Does the language model matter? Evidence from four independent scorings of earnings conference calls](https://doi.org/10.1016/j.frl.2026.110893) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | Pieter J. de Jong | University of North Florida | Earnings call transcripts | | 2026-10-06 | [Attention-amplified sentiment and jump risk in Bitcoin and Ethereum markets: A text-augmented Hawkes framework](https://doi.org/10.1016/j.irfa.2026.105431) | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | Alev Atak, Philip Hans Franses | Middle East Technical University; Erasmus University Rotterdam | Loughran-McDonald dictionary | | 2026-10-06 | [Chronologically consistent large language models](https://doi.org/10.1016/j.jfineco.2026.104374) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | Songrun He, Linying Lv, Asaf Manela et al. | Chinese University of Hong Kong; Washington University in St. Louis; University of Iowa | Earnings call transcripts, Loughran-McDonald dictionary | | 2026-10-05 | [Beyond readability: Managerial disclosure cohesion and information asymmetry](https://doi.org/10.1016/j.frl.2026.110883) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | Li Dang, Chuancai Zhang | California Polytechnic State University | Earnings call transcripts, Loughran-McDonald dictionary | | 2026-10-03 | [Earnings preview ban: Analyst consequences of restricting pre-earnings private communication](https://doi.org/10.1016/j.pacfin.2026.103402) | [Pacific-Basin Finance Journal](https://scholar4ai.com/journals/pacific-basin-finance-journal.md) | Kotaro Miwa, Hidenori Takahashi | Kyushu University; Kobe University | 10-K filings | | 2026-10-03 | [Breaking the gap between words and deeds: Can firm-level Fintech mitigate ESG decoupling?](https://doi.org/10.1016/j.iref.2026.105910) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Linfang Tan, Da Gao, Xinyu Zhang | Wuhan University; Wuhan Institute of Technology; Liaoning University | Loughran-McDonald dictionary | | 2026-10-01 | [Uncertain Times, Strategic Moves: Corporate Hedging Responses to Political Sentiment](https://doi.org/10.1016/j.frl.2026.110984) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | Gunratan Lonare, Sumit Tembhurne, Ahmet M. Tuncez | Illinois State University; The University of Texas at Arlington; University of Michigan–Dearborn | 10-K filings, Earnings call transcripts | | 2026-10-01 | [Voice vs. tone: Measuring modality mismatch via large audio language model](https://doi.org/10.1016/j.bar.2026.101982) | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | Qingchong Chen, Xiong Xiong, Yumeng Zhang | Tianjin University | Earnings call transcripts | | 2026-10-01 | [Divide Et Impera: Structuring design science projects](https://doi.org/10.1016/j.technovation.2026.103719) | [Technovation](https://scholar4ai.com/journals/technovation.md) | Michael Werner, Jonas Sveistrup Søgaard | University of Amsterdam; Copenhagen Business School | XBRL filings | | 2026-09-30 | [Employee well-being in private equity-backed firms](https://doi.org/10.1016/j.frl.2026.110839) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | Huynh Sang Truong, Uwe Walz B | Goethe University Frankfurt; Vietnamese-German University; European Corporate Governance Institute; … | Loughran-McDonald dictionary | | 2026-09-30 | [Words that move markets: ECB presidential tone and euro area bank CDS spreads](https://doi.org/10.1016/j.jfs.2026.101600) | [Journal of Financial Stability](https://scholar4ai.com/journals/journal-of-financial-stability.md) | Dimitrios Anastasiou, Theodoros Bratis, Apostolos G. Katsafados et al. | Athens University of Economics and Business; University of Zurich; Swiss Finance Institute; … | Loughran-McDonald dictionary | | 2026-09-29 | [Crowded home: Competitive positioning, internationalization, and firm performance](https://doi.org/10.1016/j.intman.2026.101430) | [Journal of International Management](https://scholar4ai.com/journals/journal-of-international-management.md) | Prakash Raj Paudel, Pengfei Wang | BI Norwegian Business School; University of South-Eastern Norway | 10-K filings | | 2026-09-29 | [Cognitive processing of nonverbal cues in earnings conference calls: The association between CEO vocal emotion and stock market reactions](https://doi.org/10.1016/j.jbusres.2026.116569) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | Baojun Ma, Lingyun Zhou, Yao Mu et al. | Hohai University; Shanxi University of Finance and Economics; Shanghai International Studies University | Earnings call transcripts | | 2026-09-29 | [A “Policy of Words”? Transitory framing and narrative adjustment in FED and ECB communication](https://doi.org/10.1016/j.ribaf.2026.103648) | [Research in International Business and Finance](https://scholar4ai.com/journals/research-in-international-business-and-finance.md) | Mateusz Mariusz Mierzejewski | Krakow University of Economics | Earnings call transcripts, Loughran-McDonald dictionary |