text summarization

889 papers

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Also known as

ATS TS

Co-occurring keywords

abstractive summarization (631) large language model (12755) extractive summarization (310) text generation (2903) language model (4573) natural language generation (782) question answering (2904) zero-shot learning (3637) machine translation (2472) neural network (6616)

Papers

LTRC-IIITH at PerAnsSumm 2025: SpanSense - Perspective-specific span identification and Summarization NAACL 2025

Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025

Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines NAACL 2025

Summary the Savior: Harmful Keyword and Query-based Summarization for LLM Jailbreak Defense NAACL 2025

Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025

MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025

MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025

LaySummX at BioLaySumm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context ACL 2025

5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025

IRSum: One Model to Rule Summarization and Retrieval ACL 2025

COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting ACL 2025

TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025

Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025

KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model ACL 2025

Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025

Towards compact and efficient Slovak summarization models ACL 2025

FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models EMNLP 2025

CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization NAACL 2025

Learning to Summarize from LLM-generated Feedback NAACL 2025

EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025

Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025

SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025

Factual Dialogue Summarization via Learning from Large Language Models COLING 2025

An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025

Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025