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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

Machine learning models for predicting catastrophe bond coupons using climate data: Krzysztof Burnecki

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

Job Satisfaction Through the Lens of Social Media: Rural--Urban Patterns in the U.S: Giuseppe Porro

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

Text mining and hierarchical clustering in Stata: An applied approach for real-time policy monitoring, forecasting, and literature mapping.: Carlo Drago

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

Responsible LLM Deployment for High-Stake Decisions by Decentralized Technologies and Human-AI Interactions: Mai Phuong Nguyen

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

Automated data extraction from unstructured text using LLMs: A scalable workflow for Stata users: Loreta Isaraj

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

Forecasting Disaggregated Food Inflation Baskets in Colombia with an XGBoost Model: Paola Poveda

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

This Candidate is [MASK]. Prompt-based Sentiment Extraction and Reference Letters: Slonimczyk, Fabian

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

The Elaboration of the Patent Processing Instrument Based on Machine Learning Technology: Sheresheva, M.Y.

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NEP-BIG: Big data @repec-nep-big.bsky.social · 12/01/2026

Integration of LSTM Networks in Random Forest Algorithms for Stock Market Trading Predictions: Jose M. Amigo

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Financial Text Classification Based On rLoRA Finetuning On Qwen3-8B model: Zhiming Lian

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Cryptocurrency Portfolio Management with Reinforcement Learning: Soft Actor--Critic and Deep Deterministic Policy Gradient Algorithms: Kamal Paykan

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Arbitrage-Free Bond and Yield Curve Forecasting with Neural Filters under HJM Constraints: Cody Hyndman

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Enhancing the Efficiency of National R&D Programs Using Machine Learning-Based Anomaly Detection: Sang-Kyu Lee

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Optimizing Information Asset Investment Strategies in the Exploratory Phase of the Oil and Gas Industry: A Reinforcement Learning Approach: Jose Luis Lima de Jesus Silva

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies: Korkrid Akepanidtaworn

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Modelling the Doughnut of social and planetary boundaries with frugal machine learning: Daniel W. O'Neill

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Standard Occupation Classifier -- A Natural Language Processing Approach: Jack Patman

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Using Machine Learning Method to Estimate the Heterogeneous Impacts of the Updated Nutrition Facts Panel: Sears, James M.

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Investigating Factors Influencing Dietary Quality in China: Machine Learning Approaches: Yu, Xiaohua

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

ReLU-Based and DNN-Based Generalized Maximum Score Estimators: Likang Wen

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Sentiment Analysis of Financial Text Using Quantum Language Processing QDisCoCirc: Takayuki Sakuma

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Predicting Price Movements in High-Frequency Financial Data with Spiking Neural Networks: Oliver Rhodes

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NEP-BIG: Big data @repec-nep-big.bsky.social · 05/01/2026

Narratives to Numbers: Large Language Models and Economic Policy Uncertainty: Ethan Hartley

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Text Sentiment About Monetary Policy: Hie Joo Ahn; Thomas R. Cook; Taeyoung Doh; Elias Kastritis; Jesse Wedewer

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

From Tweets to Returns: Validating LLM-Based Sentiment Signals in Energy Stocks: Sarra Ben Yahia; Jose Angel Garcia Sanchez; Rania Hentati Kaffel

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

What Do LLMs Want?: Thomas R. Cook; Sophia Kazinnik; Zach Modig; Nathan M. Palmer

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Engagement vs. Commitment: The Economic Trade-Offs of Polarizing News Content: Yan, Shunyao; Miller, Klaus M.

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Socioeconomic Inequality in Longevity: A Multidimensional Approach: Paul Bingley; Claus Thustrup Kreiner; Benjamin Ly Serena

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Underlying inflation measures for Germany: Ciftci, Muhsin; Wieland, Elisabeth

NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Tracking Trends in Topics of Agricultural and Applied Economics Discourse over the Last Century Using Natural Language Processing: Lee, Jacob W.; Elliott, Brendan; Lam, Aaron; Gupta, Neha; Wilson, Norbert L.W.; Collins, Leslie M.; Mainsah, Boyla

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Satellite Data in Agricultural and Environmental Economics: Theory and Practice: Wüpper, David; Oluoch, Wyclife Agumba; Hadi

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Misaligned by Design: Incentive Failures in Machine Learning: David Autor; Andrew Caplin; Daniel J. Martin; Philip Marx

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NEP-BIG: Big data @repec-nep-big.bsky.social · 26/12/2025

Evolution of Spatial Drivers for Oil Palm Expansion over Time: Insights from Spatiotemporal Data and Machine Learning Models: Zhao, Jing; Cochrane, Mark; Zhang, Xin; Elmore, Andrew; Lee, Janice; Su, Ye

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025

Get in the Zone: The Risk-Adjusted Welfare Effects of Data-Driven vs. Administrative Borders for Index Insurance Zones: Benami, Elinor; Carter, Michael R.; Hobbs, Andrew; Jin, Zhenong; Kirchner, Ella

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025

Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making: Heyang Ma; Qirui Mi; Qipeng Yang; Zijun Fan; Bo Li; Haifeng Zhang

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025

Risk-Aware Deep Reinforcement Learning for Dynamic Portfolio Optimization: Emmanuel Lwele; Sabuni Emmanuel; Sitali Gabriel Sitali

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025

Decoding ESG Impact: How Advanced Sentiment Analysis Reveals ESG-related Textual Impact on REIT Returns: Sophia Bodensteiner; Lukas Lautenschlaeger; Wolfgang Schäfers; Andrew Mueller

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025

Investigating the Impact of Building Footprints on Valuation in Automated Valuation Models: Simon Thaler; Felipe Calainho; Marc Francke

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025

Uncovering the Biological Toll of Neighborhood Disorder Trajectories: New Evidence Using Machine Learning Methods and Biomarkers in Older Adults: Yu, Jiao; Cudjoe, Thomas K.M.; Mathis, Walter S.; Chen, Xi

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025

Using Large Language Models for Text Annotation in Social Science and Humanities: A Hands-On Python/R Tutorial: Fang, Qixiang; Garcia-Bernardo, Javier; van Kesteren, Erik-Jan

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NEP-BIG: Big data @repec-nep-big.bsky.social · 19/12/2025