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

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

Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts EMNLP 2024

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

Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding ACL 2024

MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024

Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024

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

Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024

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

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

TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis SEMEVAL 2024

Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024

LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024

How Much Annotation is Needed to Compare Summarization Models? NAACL 2024

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024

Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes NAACL 2024

TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis NAACL 2024

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024

ELiRF-VRAIN at BioLaySumm: Boosting Lay Summarization Systems Performance with Ranking Models ACL 2024

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

Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024

LLMR: Knowledge Distillation with a Large Language Model-Induced Reward COLING 2024

Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024

Hallucination Diversity-Aware Active Learning for Text Summarization NAACL 2024