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

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

Summarizing Speech: A Comprehensive Survey EMNLP 2025

CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025

Integrating Graph based Algorithm and Transformer Models for Abstractive Summarization IJCNLP 2025

Capturing the Dynamics of Mental Well-Being: Adaptive and Maladaptive States in Social Media NAACL 2025

BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025

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

CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025

Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025

ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025

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

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025

Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025

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

Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025

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

Cross-Document Event-Keyed 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

Automatic Summarization of Long Documents (Student Abstract) AAAI 2025

Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025

AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025

Cross-Lingual Summarization with Pseudo-Label Regularization NAACL 2024

HULAT-UC3M at BiolaySumm: Adaptation of BioBART and Longformer models to summarizing biomedical documents ACL 2024