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09/02/2023
MPTopic: Improving topic modeling via Masked Permuted pre-training
Topic modeling is pivotal in discerning hidden semantic structures withi...
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06/20/2023
QuOTeS: Query-Oriented Technical Summarization
Abstract. When writing an academic paper, researchers often spend consid...
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11/30/2022
DimenFix: A novel meta-dimensionality reduction method for feature preservation
Dimensionality reduction has become an important research topic as deman...
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09/13/2021
Post-OCR Document Correction with large Ensembles of Character Sequence Models
In this paper, we propose a novel method based on character sequence-to-...
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06/07/2021
Neural Abstractive Unsupervised Summarization of Online News Discussions
Summarization has usually relied on gold standard summaries to train ext...
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04/12/2021
Active learning for medical code assignment
Machine Learning (ML) is widely used to automatically extract meaningful...
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08/23/2020
COVID-19 Pandemic: Identifying Key Issues using Social Media and Natural Language Processing
The COVID-19 pandemic has affected people's lives in many ways. Social m...
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07/02/2020
Improving Event Detection using Contextual Word and Sentence Embeddings
The task of Event Detection (ED) is a subfield of Information Extraction...
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01/31/2020
Enhancement of Short Text Clustering by Iterative Classification
Short text clustering is a challenging task due to the lack of signal co...
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02/12/2017