Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023

Exploring Prompting Large Language Models as Explainable Metrics IJCNLP 2023

Improving Summarization with Human Edits EMNLP 2023

Indicative Summarization of Long Discussions EMNLP 2023

GEMINI: Controlling The Sentence-Level Summary Style in Abstractive Text Summarization EMNLP 2023

FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge EMNLP 2023

RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023

QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023

Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation AACL 2023

Automatically Generated Summaries of Video Lectures May Enhance Students’ Learning Experience ACL 2023

Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection EACL 2023

‘Don’t Get Too Technical with Me’: A Discourse Structure-Based Framework for Automatic Science Journalism EMNLP 2023

MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments EMNLP 2023

A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation EMNLP 2023

Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization ACL 2023

Characterised LLMs Affect its Evaluation of Summary and Translation IJCNLP 2023

UTSA-NLP at RadSum23: Multi-modal Retrieval-Based Chest X-Ray Report Summarization ACL 2023

MuLER: Detailed and Scalable Reference-based Evaluation CONLL 2023

DivHSK: Diverse Headline Generation using Self-Attention based Keyword Selection ACL 2023

GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization ACL 2023

Enhancing Human Summaries for Question-Answer Generation in Education ACL 2023

Reference-Free Summarization Evaluation with Large Language Models IJCNLP 2023

Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients’ Active Diagnoses and Problems from Electronic Health Record Progress Notes ACL 2023

Large Scale Multi-Lingual Multi-Modal Summarization Dataset EACL 2023

Hiding in Plain Sight: Insights into Abstractive Text Summarization EACL 2023