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Neural Network Meaningful Learning Theory and its Application for Deep Text Clustering

• Authors : Elnaz Zafarani-Moattar; Mohammad Reza Kangavari; Amir Masoud Rahmani

Subjects: Neural network meaningful learning theory; topic detection; sentence similarity

• Source: IEEE Access, Vol 12, Pp 42411-42422 (2024)

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Language Models Fine-Tuning for Automatic Format Reconstruction of SEC Financial Filings

• Authors : Gianfranco Lombardo; Giuseppe Trimigno; Mattia Pellegrino

Subjects: SEC filings; deep learning; transformer

• Source: IEEE Access, Vol 12, Pp 31249-31261 (2024)

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Predicting M&A targets using news sentiment and topic detection

• Authors : Hajek, Petr; Henriques, Roberto;

Subjects: M&A; Takeover; News

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Analyzing Tourism Online Reviews: An Extended Approach to Hierarchical Topic Detection Using Keyword Clustering

• Authors : Höpken, Wolfram; Fuchs, Matthias; Lexhagen, Maria

Subjects: topic detection; topic hierarchy; keyword clustering

• Source: Tourism: An International Interdisciplinary Journal ; ISSN 1332-7461 (Print) ; ISSN 1849-1545 (Online) ; Volume 72 ; Issue 1 (online first)

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ChatGPT Analysis of Strengths and Weaknesses in English Writing and Their Implications

• Authors : Li Zheng; Huang Qiuheng; Liu Jiying

Subjects: statistical language modeling; tf-idf word frequency statistics; chatgpt

• Source: Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)

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Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges

• Authors : Filipe Dwan Pereira; Samuel C. Fonseca; Sandra Wiktor

Subjects: CS1 syllabus; natural language processing; topic detection

• Source: IEEE Access, Vol 11, Pp 22513-22525 (2023)

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The myth of reproducibility: A review of event tracking evaluations on Twitter

• Authors : Nicholas Mamo; Joel Azzopardi; Colin Layfield

Subjects: Topic Detection and Tracking; event tracking; Twitter

• Source: Frontiers in Big Data, Vol 6 (2023)

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News Topic Detection Based on Capsule Semantic Graph

• Authors : Shuang Yang; Yan Tang

Subjects: news topic detection; capsule semantic graph; graph kernel

• Source: Big Data Mining and Analytics, Vol 5, Iss 2, Pp 98-109 (2022)

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An unsupervised graph-based approach for detecting relevant topics. A case study on the Italian twitter cohort during the Russia–Ukraine conflict

• Authors : ENRICO DE SANTIS; Alessio Martino; Francesca Ronci ...

Subjects: natural language processing; topic tracking; topic detection

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Automatic Detection of Inconsistencies and Hierarchical Topic Classification for Open-Domain Chatbots

• Authors : Mario Rodríguez-Cantelar; Marcos Estecha-Garitagoitia; Luis Fernando D’Haro

Subjects: chatbots; inconsistent responses; zero-shot topic detectionagris

• Source: Applied Sciences; Volume 13; Issue 16; Pages: 9055

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