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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

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024
HULAT-UC3M at BiolaySumm: Adaptation of BioBART and Longformer models to summarizing biomedical documents ACL 2024
Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024
JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024
BMX: Boosting Natural Language Generation Metrics with Explainability EACL 2024
P3Sum: Preserving Author’s Perspective in News Summarization with Diffusion Language Models NAACL 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024
How Much Annotation is Needed to Compare Summarization Models? NAACL 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale NAACL 2024
How did we get here? Summarizing conversation dynamics NAACL 2024
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024
Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers ACL 2024
Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL 2024
On the Role of Summary Content Units in Text Summarization Evaluation NAACL 2024
Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding ACL 2024
Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias NAACL 2024
Hallucination Diversity-Aware Active Learning for Text Summarization NAACL 2024
On Learning to Summarize with Large Language Models as References NAACL 2024
Leveraging Summarization for Unsupervised Dialogue Topic Segmentation NAACL 2024
Parameter Efficient Instruction Tuning of LLMs for Financial Applications IJCAI 2024
Pre-Gamus: Reducing Complexity of Scientific Literature as a Support against Misinformation COLING 2024
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods COLING 2024
Quantifying the Impact of Disfluency on Spoken Content Summarization COLING 2024