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

EduPulse: A Practical LLM-Enhanced Opinion Mining System for Vietnamese Student Feedback in Educational Platforms EACL 2026

Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding AAAI 2026

NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026

What Matters to an LLM? Behavioral and Computational Evidences from Summarization EACL 2026

Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels EACL 2026

BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026

Beyond Multiple Choice: Evaluating Steering Vectors for Summarization EACL 2026

MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection EACL 2026

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

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

Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025

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

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

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

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

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

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

Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ACL 2025

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

Towards compact and efficient Slovak summarization models ACL 2025

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

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

Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025