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Summarization

1599 directly classified papers

Papers per year

Papers

Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025
End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025
Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives IJCAI 2025
NBDESCRIB: A Dataset for Text Description Generation from Tables and Code in Jupyter Notebooks with Guidelines ACL 2025
MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025
TECHSSN at SemEval-2025 Task 10: A Comparative Analysis of Transformer Models for Dominant Narrative-Based News Summarization ACL 2025
What’s Wrong? Refining Meeting Summaries with LLM Feedback COLING 2025
ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization COLING 2025
CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025
KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model SEMEVAL 2025
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025
IRSum: One Model to Rule Summarization and Retrieval ACL 2025
Chain of Knowledge Graph: Information-Preserving Multi-Document Summarization for Noisy Documents COLING 2025
Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025
Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025
Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages COLING 2025
SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025
AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs AAAI 2025
GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025
Theme-Explanation Structure for Table Summarization using Large Language Models: A Case Study on Korean Tabular Data ACL 2025
COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting ACL 2025
DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025