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Summarization

873 directly classified papers

Papers per year

Papers

NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023
Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization ACL 2023
Evaluating Factuality in Cross-lingual Summarization ACL 2023
Evaluating the Factual Consistency of Large Language Models Through News Summarization ACL 2023
Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023
HonestBait: Forward References for Attractive but Faithful Headline Generation ACL 2023
QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport ACL 2023
An Investigation of Evaluation Methods in Automatic Medical Note Generation ACL 2023
Echoes from Alexandria: A Large Resource for Multilingual Book Summarization ACL 2023
MeetingQA: Extractive Question-Answering on Meeting Transcripts ACL 2023
ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent ACL 2023
AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL 2023
SIMSUM: Document-level Text Simplification via Simultaneous Summarization ACL 2023
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation EMNLP 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers ACL 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks ACL 2023
Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ACL 2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist ACL 2023
AbLit: A Resource for Analyzing and Generating Abridged Versions of English Literature EACL 2023
From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization ACL 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews EMNLP 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
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors ACL 2023