Summarization

Deep Learning Approaches to Text Production NAACL 2018 Document Modeling with External Attention for Sentence Extraction ACL 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 Effective Crowdsourcing for a New Type of Summarization Task NAACL 2018 Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018 Estimating Summary Quality with Pairwise Preferences NAACL 2018 Evaluating Multiple System Summary Lengths: A Case Study EMNLP 2018 Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions EMNLP 2018 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018 Facts That Matter EMNLP 2018 Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018 Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018 Generating Syntactic Paraphrases EMNLP 2018 Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018 Generating Wikipedia by Summarizing Long Sequences ICLR 2018 Global Encoding for Abstractive Summarization ACL 2018 Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation EMNLP 2018 Higher-Order Syntactic Attention Network for Longer Sentence Compression NAACL 2018 Improving Abstraction in Text Summarization EMNLP 2018 Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018 Improving Neural Abstractive Document Summarization with Structural Regularization EMNLP 2018 Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring ACL 2018 Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions NAACL 2018 Iterative Document Representation Learning Towards Summarization with Polishing EMNLP 2018 Jointly Localizing and Describing Events for Dense Video Captioning CVPR 2018