An efficient analysis pipeline, integrating topic modeling with large language model (LLM) summarizing and human verification, was applied to identify the discussion topics. Results: We analyzed 1765 ...
Results: Coherence scores indicated an optimal topic solution of k=40 (coherence=0.58) for English and k=30 (coherence=0.52) for Spanish. Thematically, we observed similar content in both languages, ...
Low-income countries (LICs) need financial development as well as financial stability. Financial depth is key to mitigating shocks like the adverse impacts under the ongoing COVID-19 pandemic. How to ...
Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China Amid intensifying educational competition and societal expectations, academic stress has emerged as a ...
In this tutorial, we present a complete end-to-end Natural Language Processing (NLP) pipeline built with Gensim and supporting libraries, designed to run seamlessly in Google Colab. It integrates ...
Researchers from University of California San Diego Sanford Stem Cell Institute have discovered that spaceflight accelerates the aging of human hematopoietic stem and progenitor cells (HSPCs), which ...
Objective Comprehensive data and analyses on cardiovascular research could clarify recent research trends for the academic community and facilitate policy development. We examined publications and ...
Driven by the “dual carbon” goals, the new energy vehicle (NEV) industry has seen rapid growth. However, the lack of adequate charging and swapping infrastructure has become a significant bottleneck ...
We believe everyone should have ultimate control and ownership over their cryptographic assets and digital transactions. byCrypto Sovereignty Through Technology, Math & Luck@cryptosovereignty byCrypto ...
Abstract: The proposed intelligent financial analysis system leverages data mining techniques, integrating AI and audit expertise. It includes a novel short-text classification algorithm based on a ...
A production-ready data pipeline that fetches news articles, applies your trained LDA model for topic classification, stores results in MySQL, and provides real-time Power BI dashboards via ...
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