Understanding Quality of Life and Its Impact on Society
Quality of life is not just a concept but a way of living that influences our judgments, standards, and priorities. Quotes from notable figures emphasize the importance of setting high standards and valuing quality in all aspects of life. The discussion delves into different perspectives on quality
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Unified Model for Extractive and Abstractive Summarization
This project proposes a unified model that combines both extractive and abstractive summarization techniques using an inconsistency loss. The approach involves training procedures to enhance the summarization process and presents experimental results demonstrating its effectiveness. The study conclu
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Enhancing Query-Focused Summarization with Contrastive Learning
The study explores incorporating contrastive learning into abstractive summarization systems to improve discernment between salient and non-salient content in summaries, aiming for higher relevance to the query. By designing a contrastive learning framework and utilizing segment scores, the system c
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Advancing Multi-Perspective Summarization for Scientific Documents
In a short paper for SDP@COLING 2022, Sajad Sotudeh and Nazli Goharian from Georgetown University introduce a method for generating topic-aware multi-perspective summaries for scientific documents. They propose utilizing Neural Topic Modeling (NTM) to incorporate various perspectives from the papers
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