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Summarization

1599 directly classified papers

Papers per year

Papers

Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries NAACL 2022
Extractive Entity-Centric Summarization as Sentence Selection using Bi-Encoders IJCNLP 2022
Self-Repetition in Abstractive Neural Summarizers IJCNLP 2022
An Empirical Study on Topic Preservation in Multi-Document Summarization IJCNLP 2022
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization NIPS 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022
Extractive Summarisation for German-language Data: A Text-level Approach with Discourse Features COLING 2022
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature ACL 2022
Curriculum-guided Abstractive Summarization for Mental Health Online Posts EMNLP 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization EMNLP 2022
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022
SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale EMNLP 2022
SNaC: Coherence Error Detection for Narrative Summarization EMNLP 2022
Toward Unifying Text Segmentation and Long Document Summarization EMNLP 2022
SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents ACL 2022
EntSUM: A Data Set for Entity-Centric Extractive Summarization ACL 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022
NEWTS: A Corpus for News Topic-Focused Summarization ACL 2022
GRS: Combining Generation and Revision in Unsupervised Sentence Simplification ACL 2022
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information ACL 2022
Training Dynamics for Text Summarization Models ACL 2022
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions ACL 2022