Text Summarization
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback
·7449 words·35 mins·
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AI Generated
🤗 Daily Papers
Natural Language Processing
Text Summarization
🏢 Korea Advanced Institute of Science and Technology (KAIST)
ReFeed enhances multi-dimensional summarization by using reflective reasoning on feedback, mitigating trade-offs between dimensions and improving robustness.
Unstructured Evidence Attribution for Long Context Query Focused Summarization
·3830 words·18 mins·
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AI Generated
🤗 Daily Papers
Natural Language Processing
Text Summarization
🏢 University of Copenhagen
LLMs struggle with positional bias and lack transparency when summarizing long contexts. This paper introduces SUnsET dataset and fine-tuning methods to improve unstructured evidence citation and summ…