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Summarization

873 directly classified papers

Papers per year

Papers

A Modular Tool for Automatic Summarization ACL 2019
Generating Summaries with Topic Templates and Structured Convolutional Decoders ACL 2019
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ACL 2019
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts ACL 2019
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL 2019
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization ACL 2019
Improving Abstractive Document Summarization with Salient Information Modeling ACL 2019
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks ACL 2019
Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model ACL 2019
A Simple Theoretical Model of Importance for Summarization ACL 2019
Searching for Effective Neural Extractive Summarization: What Works and What’s Next ACL 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization ACL 2019
Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries EMNLP 2018
Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization EMNLP 2018
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised EMNLP 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
Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018
Selecting NLP Techniques to Evaluate Learning Design Objectives in Collaborative Multi-perspective Elaboration Activities ACL 2018
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data EMNLP 2018
Content Selection in Deep Learning Models of Summarization EMNLP 2018
Neural Quality Estimation of Grammatical Error Correction EMNLP 2018