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

A Community-Driven Data-to-Text Platform for Football Match Summaries COLING 2024

Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ACL 2024

Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024

Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024

Parameter Efficient Instruction Tuning of LLMs for Financial Applications IJCAI 2024

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024

HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew ACL 2024

A Document-Level Text Simplification Dataset for Japanese COLING 2024

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024

From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024

HumSum: A Personalized Lecture Summarization Tool for Humanities Students Using LLMs EACL 2024

Leveraging Summarization for Unsupervised Dialogue Topic Segmentation NAACL 2024

BMX: Boosting Natural Language Generation Metrics with Explainability EACL 2024

Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning NAACL 2024

XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024

ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning NAACL 2024

ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization COLING 2024

M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024

Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization EACL 2024

Cross-Lingual Summarization with Pseudo-Label Regularization NAACL 2024

Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024

On the Role of Summary Content Units in Text Summarization Evaluation NAACL 2024

On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization EACL 2024

Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias NAACL 2024

On Learning to Summarize with Large Language Models as References NAACL 2024