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

Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025

Decomposed Opinion Summarization with Verified Aspect-Aware Modules ACL 2025

SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025

PreSumm: Predicting Summarization Performance Without Summarizing ACL 2025

Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025

GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025

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

Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025

Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025

DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025

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

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

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

Cross-Document Event-Keyed Summarization ACL 2025

Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release COLING 2025

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

Learning to Summarize from LLM-generated Feedback NAACL 2025

Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025

TECHSSN at SemEval-2025 Task 10: A Comparative Analysis of Transformer Models for Dominant Narrative-Based News Summarization ACL 2025

FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization AAAI 2025

Mixture of Knowledge Minigraph Agents for Literature Review Generation AAAI 2025

SummPilot: Bridging Efficiency and Customization for Interactive Summarization System AAAI 2025

Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025

Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025

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