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Summarization

1599 directly classified papers

Papers per year

Papers

UIUC_BioNLP at BioLaySumm: An Extract-then-Summarize Approach Augmented with Wikipedia Knowledge for Biomedical Lay Summarization ACL 2024

Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization EACL 2024

XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models ACL 2024

SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024

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

Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024

Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods COLING 2024

Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024

Delving into the Depths: Evaluating Depression Severity through BDI-biased Summaries EACL 2024

HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations EACL 2024

Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024

ReCAP: Semantic Role Enhanced Caption Generation COLING 2024

MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ACL 2024

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

Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024

Low-Rank Adaptation for Multilingual Summarization: An Empirical Study NAACL 2024

Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024

DeVAn: Dense Video Annotation for Video-Language Models ACL 2024

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024

ClusterCore at SemEval-2024 Task 7: Few Shot Prompting With Large Language Models for Numeral-Aware Headline Generation NAACL 2024

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024

REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ACL 2024

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

Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ACL 2024

Key-Element-Informed sLLM Tuning for Document Summarization INTERSPEECH 2024