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Summarization

873 directly classified papers

Papers per year

Papers

Summarizing Speech: A Comprehensive Survey EMNLP 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025
Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025
Benchmarking LLMs on Semantic Overlap Summarization EMNLP 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025
End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption CVPR 2025
Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ACL 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
Temporal reasoning for timeline summarisation in social media ACL 2025
MIRAGES at BioLaySumm2025: The Impact of Search Terms and Data Curation for Biomedical Lay Summarization ACL 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
ChartCap: Mitigating Hallucination of Dense Chart Captioning ICCV 2025
GPLSICORTEX at SemEval-2025 Task 10: Leveraging Intentions for Generating Narrative Extractions SEMEVAL 2025
A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025
CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025
AQuAECHR: Attributed Question Answering for European Court of Human Rights ACL 2025