Natural Language Processing › Generation ›

Summarization

1599 directly classified papers

Papers per year

Papers

The price of debiasing automatic metrics in natural language evalaution ACL 2018

Reinforced Extractive Summarization with Question-Focused Rewards ACL 2018

Global Encoding for Abstractive Summarization ACL 2018

Deep Learning Approaches to Text Production NAACL 2018

Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018

Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization ACL 2018

Multi-modal Sentence Summarization with Modality Attention and Image Filtering IJCAI 2018

Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018

MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models NIPS 2018

A Joint Selective Mechanism for Abstractive Sentence Summarization ACML 2018

A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification ACML 2018

Learning to Summarize Electronic Health Records Using Cross-Modality Correspondences MLHC 2018

Which Scores to Predict in Sentence Regression for Text Summarization? NAACL 2018

Relational Summarization for Corpus Analysis NAACL 2018

Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL 2018

Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function NAACL 2018

Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018

Deep Communicating Agents for Abstractive Summarization NAACL 2018

Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies NAACL 2018

Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018

Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018

Improving Abstraction in Text Summarization EMNLP 2018

Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018

Enumeration of Extractive Oracle Summaries EACL 2017

Selective Encoding for Abstractive Sentence Summarization ACL 2017