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Summarization

873 directly classified papers

Papers per year

Papers

Topic-Guided Self-Introduction Generation for Social Media Users ACL 2023
GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization ACL 2023
Unsupervised Summarization Re-ranking ACL 2023
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ACL 2023
LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles ACL 2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023
Attributable and Scalable Opinion Summarization ACL 2023
VisText: A Benchmark for Semantically Rich Chart Captioning ACL 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ACL 2023
VBD-NLP at BioLaySumm Task 1: Explicit and Implicit Key Information Selection for Lay Summarization on Biomedical Long Documents ACL 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization ACL 2023
NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023
NCUEE-NLP at BioLaySumm Task 2: Readability-Controlled Summarization of Biomedical Articles Using the PRIMERA Models ACL 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023
Disentangling Text Representation With Counter-Template For Unsupervised Opinion 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
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport ACL 2023
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders EMNLP 2023
MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023
SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation ACL 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023