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Summarization

873 directly classified papers

Papers per year

Papers

Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions EMNLP 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022
EntSUM: A Data Set for Entity-Centric Extractive Summarization ACL 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022
Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 2022
Textomics: A Dataset for Genomics Data Summary Generation ACL 2022
The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature ACL 2022
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization ACL 2022
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities NIPS 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022
Updated Headline Generation: Creating Updated Summaries for Evolving News Stories ACL 2022
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics ACL 2022
ASPECTNEWS: Aspect-Oriented Summarization of News Documents ACL 2022
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes ACL 2022
Attention Temperature Matters in Abstractive Summarization Distillation ACL 2022
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature ACL 2022
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022
RNSum: A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization ACL 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction ACL 2022
NEWTS: A Corpus for News Topic-Focused Summarization ACL 2022
End-to-End Segmentation-based News Summarization ACL 2022
A Feasibility Study of Answer-Agnostic Question Generation for Education ACL 2022
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ACL 2022
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL 2022
GenCompareSum: a hybrid unsupervised summarization method using salience ACL 2022