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References from An Explainable Hybrid Deep Learning Framework for Outcome-Oriented Long-Document Summarization Using Adaptive Feature Learning and Decision Optimization. Local targets link to admitted publications; unresolved targets remain external evidence.
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2004 · External reference
Big Bird: Transformers for Longer Sequences
2020 · External reference
LongT5: Efficient Text-to-Text Transformer for Long Sequences
2022 · External reference
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2022 · External reference
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
2020 · External reference
The Probabilistic Relevance Framework: BM25 and Beyond
2009 · External reference
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2019 · External reference
Cross-Encoder and Bi-Encoder Architectures for Neural Information Retrieval
2021 · External reference
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
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2022 · External reference
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2024 · External reference
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Attention Is All You Need
2017 · External reference
Language Models are Few-Shot Learners
2020 · External reference
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2023 · External reference
Hierarchical Transformers for Long Document Summarization
2022 · External reference
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2024 · External reference
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2004 · External reference
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2020 · External reference
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2022 · External reference
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
2020 · External reference
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2021 · External reference
The Probabilistic Relevance Framework: BM25 and Beyond
2009 · External reference
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2020 · External reference
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2019 · External reference
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects – A Survey
2024 · External reference
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2025 · External reference
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2025 · External reference
10.1016/j.ssaho.2025.101751
10.1016/j.ssaho.2025.101751 · External reference
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
2024 · External reference
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2025 · External reference
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QLoRA: Efficient Finetuning of Quantized LLMs
10.52202/075280-0441 · 2023 · External reference
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
2022 · External reference
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2021 · External reference
A Unified Approach to Interpreting Model Predictions
2017 · External reference
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2025 · External reference
