Report NEP-BIG-2025-03-03

This is the archive for NEP-BIG, a report on new working papers in the area of Big Data. Tom Coupé issued this report. It is usually issued weekly.

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Other reports in NEP-BIG

The following items were announced in this report:

• Ziyao Zhou & Ronitt Mehra, 2025. "An End-To-End LLM Enhanced Trading System," Papers 2502.01574, arXiv.org.
• Muhammad Sukri Bin Ramli, 2025. "Examining the Impact of Income Inequality and Gender on School Completion in Malaysia: A Machine Learning Approach Utilizing Malaysia's Public Sector Open Data," Papers 2501.18868, arXiv.org.
• Kamlakshya, Tikhnadhi & Hota, Ashish, 2025. "A Framework for Multimodal Document Intelligence and Fraud Prevention: Leveraging AI and Machine Learning-Enabled Device for Enhanced Decision-Making (Powered by DeepSeek-R1 and AI Agents)," OSF Preprints g5hw7_v1, Center for Open Science.
• Mulder,Joris & Hocuk,Seyit & Kilic,Talip & Zezza,Alberto & Kumar,Pradeep, 2024. "Making Time Count : A Machine Learning Approach to Predict Time Use in Low-Income Countries from Physical Activity Tracking Data," Policy Research Working Paper Series 19735, The World Bank.
• Angelo Mele, 2025. "Estimating Network Models using Neural Networks," Papers 2502.01810, arXiv.org.
• Walker, Viviane & Angst, Mario, 2025. "Promises and pitfalls of using LLMs to identify actor stances in political discourse," SocArXiv 5a3k8_v1, Center for Open Science.
• RezaeeDaryakenari, Babak, 2024. "Who Rallies Round the Flag? The Impact of the US Sanctions on Iranians’ Attitude Toward the Government," SocArXiv r7ae4_v1, Center for Open Science.
• Christian Fieberg & Lars Hornuf & Maximilian Meiler & David J. Streich, 2025. "Using Large Language Models for Financial Advice," CESifo Working Paper Series 11666, CESifo.
• Pat Pataranutaporn & Nattavudh Powdthavee & Chayapatr Achiwaranguprok & Pattie Maes, 2025. "Can AI Solve the Peer Review Crisis? A Large Scale Cross Model Experiment of LLMs' Performance and Biases in Evaluating over 1000 Economics Papers," Papers 2502.00070, arXiv.org, revised Apr 2025.
• Palinski,Michal & Asik,Günes & Gajderowicz,Tomasz & Jakubowski,Maciej & Efsan Nas Ozen & Dhushyanth Raju, 2024. "Identification of an Expanded Inventory of Green Job Titles through AI-Driven Text Mining," Policy Research Working Paper Series 10908, The World Bank.
• Ismael Yacoubou Djima & Marco Tiberti & Talip Kilic, 2024. "Yielding Insights : Machine Learning-Driven Imputations to Filling Agricultural Data Gaps," Policy Research Working Paper Series 10964, The World Bank.
• Senst, Benjamin, 2024. "Data mining and NLP for Processing Social Offers of a National Aid Organization," SocArXiv 3pd4s_v1, Center for Open Science.
• Moisio, Pasi & Mesiäislehto, Merita & Peltoniemi, Johanna & Pihlajamäki, Mika & Hiilamo, Heikki, 2024. "How the General Benefit Reform Emerged in Finland: A Critical Analysis Using Large Language Models in Policy Research," SocArXiv ab8mr_v1, Center for Open Science.
• David Newhouse & Swindle,Rachel & Wang,Shun & Joshua David Merfeld & Utz Johann Pape & Kibrom Tafere & Michael Weber, 2024. "How Well Did Real-Time Indicators Track Household Welfare Changes in Developing Countries during the COVID-19 Crisis?," Policy Research Working Paper Series 10916, The World Bank.
• Antonacci,Paulo & Muhammad Khudadad Chattha, 2024. "Evaluation of Door-to-Door Tax Enforcement Strategy in Indonesia," Policy Research Working Paper Series 10901, The World Bank.
• Kamer Ali Yuksel & Hassan Sawaf, 2025. "AlphaSharpe: LLM-Driven Discovery of Robust Risk-Adjusted Metrics," Papers 2502.00029, arXiv.org, revised Feb 2025.
• Juha, Sharmin Jahan & Mizan, Arefin, 2025. "COVID-19 Vaccine Diplomacy: A Computational Multimodal Analysis of the Neighborhood Effect in Bangladesh's Vaccine Roll-out Response," SocArXiv eg58k_v1, Center for Open Science.
• Alvero, AJ & antonio, anthony lising & Luqueño, Leslie & Pearman, Francis, 2025. "Authorship Identity and Spatiality: Social Influences on Text Production," SocArXiv pt6b2_v2, Center for Open Science.
• Maître, Arnaud T. & Pugachyov, Nikolay & Weigert, Florian, 2025. "Twitter-based attention and the cross-section of cryptocurrency returns," CFR Working Papers 25-02, University of Cologne, Centre for Financial Research (CFR).
• Ivo Teruggi & Oscar Eduardo Barriga Cabanillas & Walker Kosmidou-Bradley & Silvia Redaelli & Eigo Tateishi, 2024. "Afghanistan’s New Economic Landscape : Using Nighttime Lights to Understand the Civilian Economy after 2021," Policy Research Working Paper Series 10969, The World Bank.