Search results
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Title
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EXPERIMENTS IN TEXT SUMMARIZATION USING DEEP LEARNING
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Author
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Bulusu, Sai Amrit
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Date Created
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2018
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Subjects--Topical
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Computer science, Artificial intelligence, Information science
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Description
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Deep Learning has been the go-to tool for text summarization in the recent times.Traditional deep learning research focuses on performing abstractive text summarizationwithout considering the user’s interests to personalize the summaries.This prob...
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Title
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Personalized Summarization with Shared Attention and Concept Spaces
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Author
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Mehedint, Mihai
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Date Created
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2019
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Subjects--Topical
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Computer science
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Description
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The information available to users is overwhelming in today’s world. Therefore, it is essential to filter and convey only the essential information in a personalized fashion. We explored the automatic summarization of text as a means to address th...
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Title
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Detecting Discrete Emotions in Text Using Neural Networks
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Author
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Seyeditabari, Seyed Armin
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Date Created
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2020
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Subjects--Topical
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Computer science, Artificial intelligence
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Description
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In recent years, emotion detection in text has become increasingly popular because of its many potential applications in a range of areas, such as marketing, political science, psychology, human-computer interaction, artificial intelligence. Acces...
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Title
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Creating New Concept-based Representations for Superior Text Analysis and Retrieval
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Author
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Shalaby, Walid
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Date Created
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2018
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Subjects--Topical
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Computer science
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Description
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Text analytics represent a set of scalable techniques that mine unstructured and semi-structured textual resources in order to extract useful knowledge for performing a task at hand. For example, document clustering and classification, entity extr...
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Title
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BIOMEDICAL QUESTION ANSWERING
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Author
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Bhandwaldar, Abhishek
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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A Biomedical Question Answering system allows biomedical experts to use unstructured knowledge in a more effective way. Our system can index vast majority of biomedical articles and can do information retrieval to find most relevant articles to an...
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Title
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Topological Data Analysis in Text Processing
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Author
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Gholizadeh, Shafie
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Date Created
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2020
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Subjects--Topical
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Computer science
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Description
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Topological Data Analysis denotes the set of algorithms and methods to define and retrieve the underlying structure of the shapes in the data. Utilizing topological inference in data mining and generally data science is recent, while computational...
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Title
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Towards Prediction of Emerging Technologies
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Author
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Thombare, Shalaka
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Date Created
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2018
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Subjects--Topical
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Artificial intelligence
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Description
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Predictive Analytics is an advanced branch of data analytics that deals with making future predictions that matter to the industry\cite{6}.It has wide applications in the areas of health care, fraud detection, market analysis, cross-sell. Predicti...
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Title
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Using Topological Data Analysis for Text Classification
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Author
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Doshi, Pratik
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Date Created
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2018
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Subjects--Topical
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Computer science
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Description
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I show that by applying discourse features derived through topological data analysis(TDA), namely homological persistence, we can improve classification results on thetask of movie genre detection, including identification of overlapping movie gen...
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Title
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Interactive Document Retrieval
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Author
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Borse, Chetan
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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Traditional Information Retrieval systems present with vast, relevant information as a response to the user search query, which usually consists of different semantic groups. It is a tedious task to look through all the retrieved information, and ...
