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Summarization

1599 directly classified papers

Papers per year

Papers

BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation ACL 2024

Team YXZ at BioLaySumm: Adapting Large Language Models for Biomedical Lay Summarization ACL 2024

Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024

SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024

GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres EACL 2024

Parameter Efficient Instruction Tuning of LLMs for Financial Applications IJCAI 2024

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

HGP-NLP at BioLaySumm: Leveraging LoRA for Lay Summarization of Biomedical Research Articles using Seq2Seq Transformers ACL 2024

Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024

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

GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024

MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ACL 2024

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

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

Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization NAACL 2024

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

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

SCaLAR NITK at SemEval-2024 Task 5: Towards Unsupervised Question Answering system with Multi-level Summarization for Legal Text SEMEVAL 2024

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

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

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

An End-to-End Speech Summarization Using Large Language Model INTERSPEECH 2024

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

Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-training NAACL 2024

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