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Summarization

1599 directly classified papers

Papers per year

Papers

Active Learning for Abstractive Text Summarization EMNLP 2022
ASPECTNEWS: Aspect-Oriented Summarization of News Documents ACL 2022
Pyramid Attention For Source Code Summarization NIPS 2022
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph IJCNLP 2022
HaRiM+: Evaluating Summary Quality with Hallucination Risk IJCNLP 2022
Unsupervised Single Document Abstractive Summarization using Semantic Units IJCNLP 2022
Few-shot fine-tuning SOTA summarization models for medical dialogues NAACL 2022
SummScreen: A Dataset for Abstractive Screenplay Summarization ACL 2022
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics ACL 2022
Unsupervised Multi-Granularity Summarization EMNLP 2022
Readability Controllable Biomedical Document Summarization EMNLP 2022
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation IJCNLP 2022
Towards Modeling Role-Aware Centrality for Dialogue Summarization IJCNLP 2022
DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles NAACL 2022
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization ACL 2022
Does Summary Evaluation Survive Translation to Other Languages? NAACL 2022
M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022
Narrate Dialogues for Better Summarization EMNLP 2022
Long Text and Multi-Table Summarization: Dataset and Method EMNLP 2022
DialSummEval: Revisiting Summarization Evaluation for Dialogues NAACL 2022
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization ACL 2022
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking NAACL 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization NAACL 2022
Learning to Describe Solutions for Bug Reports Based on Developer Discussions ACL 2022