A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model Feb 2, 2020 global-optimization Language Modeling
— Unverified 0ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Jan 26, 2020 Abstractive Text Summarization Decoder
Code Code Available 1Normalization of Input-output Shared Embeddings in Text Generation Models Jan 22, 2020 de-en Machine Translation
— Unverified 0Intweetive Text Summarization Jan 16, 2020 Text Summarization
— Unverified 0Show, Recall, and Tell: Image Captioning with Recall Mechanism Jan 15, 2020 Image Captioning Retrieval
— Unverified 0ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Jan 13, 2020 Abstractive Text Summarization Prediction
Code Code Available 1A Continuous Space Neural Language Model for Bengali Language Jan 11, 2020 Language Modeling Language Modelling
— Unverified 0TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Jan 3, 2020 Abstractive Text Summarization Articles
— Unverified 0BERT-AL: BERT for Arbitrarily Long Document Understanding Jan 1, 2020 document understanding Text Summarization
— Unverified 0Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization Dec 25, 2019 Diversity Extractive Summarization
— Unverified 0Hybrid MemNet for Extractive Summarization Dec 25, 2019 Document Summarization Extractive Summarization
— Unverified 0Improving Abstractive Text Summarization with History Aggregation Dec 24, 2019 Abstractive Text Summarization Decoder
— Unverified 0PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Dec 18, 2019 Abstractive Text Summarization Decoder
Code Code Available 2Generating summaries tailored to target characteristics Dec 18, 2019 Text Summarization
— Unverified 0CAWA: An Attention-Network for Credit Attribution Nov 26, 2019 Information Retrieval Multilabel Text Classification
Code Code Available 0Joint Parsing and Generation for Abstractive Summarization Nov 23, 2019 Abstractive Text Summarization Decoder
Code Code Available 0Controlling the Amount of Verbatim Copying in Abstractive Summarization Nov 23, 2019 Abstractive Text Summarization Language Modeling
Code Code Available 0Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Nov 22, 2019 Answer Selection Community Question Answering
Code Code Available 0Improving Non-Intrusive Load Disaggregation through an Attention-Based Deep Neural Network Nov 15, 2019 Decoder Denoising
Code Code Available 0Towards Supervised Extractive Text Summarization via RNN-based Sequence Classification Nov 13, 2019 Classification Extractive Summarization
— Unverified 0Biomedical Evidence Generation Engine Nov 11, 2019 Information Retrieval Question Answering
— Unverified 0Distilling Knowledge Learned in BERT for Text Generation Nov 10, 2019 Language Modeling Language Modelling
Code Code Available 0Towards automatic extractive text summarization of A-133 Single Audit reports with machine learning Nov 8, 2019 BIG-bench Machine Learning Clustering
— Unverified 0Reading Like HER: Human Reading Inspired Extractive Summarization Nov 1, 2019 Decision Making Extractive Summarization
Code Code Available 0Abstract Text Summarization: A Low Resource Challenge Nov 1, 2019 Data Augmentation Text Summarization
— Unverified 0Statistical Model Aggregation via Parameter Matching Nov 1, 2019 Gaussian Processes model
Code Code Available 0Generating Formality-Tuned Summaries Using Input-Dependent Rewards Nov 1, 2019 Abstractive Text Summarization reinforcement-learning
— Unverified 0Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator Nov 1, 2019 Text Summarization Word Alignment
— Unverified 0Cross-Task Knowledge Transfer for Query-Based Text Summarization Nov 1, 2019 Machine Reading Comprehension Machine Translation
— Unverified 0Discourse-Aware Neural Extractive Text Summarization Oct 30, 2019 Extractive Text Summarization Sentence
Code Code Available 0BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available 1Contrastive Attention Mechanism for Abstractive Sentence Summarization Oct 29, 2019 Abstractive Text Summarization Sentence
Code Code Available 0Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
Code Code Available 1Towards Combinational Relation Linking over Knowledge Graphs Oct 22, 2019 Knowledge Graphs Question Answering
— Unverified 0On Semi-Supervised Multiple Representation Behavior Learning Oct 21, 2019 Incremental Learning Text Summarization
— Unverified 0Concept Pointer Network for Abstractive Summarization Oct 18, 2019 Abstractive Text Summarization Text Summarization
Code Code Available 0Automated Text Summarization for the Enhancement of Public Services Oct 16, 2019 BIG-bench Machine Learning Text Summarization
— Unverified 0Knowledge-guided Unsupervised Rhetorical Parsing for Text Summarization Oct 14, 2019 Decoder Knowledge Base Construction
— Unverified 0Keyphrase Generation: A Multi-Aspect Survey Oct 11, 2019 Decoder Keyphrase Generation
— Unverified 0Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach Oct 8, 2019 Abstractive Text Summarization GPU
Code Code Available 0Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Oct 3, 2019 Conversation Summarization Extractive Summarization
— Unverified 0SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders Oct 2, 2019 Abstractive Text Summarization Denoising
Code Code Available 0VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization Oct 1, 2019 Abstractive Text Summarization Extractive Summarization
— Unverified 0Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study Oct 1, 2019 Articles Text Summarization
— Unverified 0BillSum: A Corpus for Automatic Summarization of US Legislation Oct 1, 2019 Articles Sentence
Code Code Available 0Revisiting Self-Training for Neural Sequence Generation Sep 30, 2019 Machine Translation Text Summarization
Code Code Available 0A SPIKING SEQUENTIAL MODEL: RECURRENT LEAKY INTEGRATE-AND-FIRE Sep 25, 2019 Text Summarization Video Understanding
— Unverified 0How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Sep 19, 2019 Abstractive Text Summarization Text Summarization
Code Code Available 0Extractive Summarization of Long Documents by Combining Global and Local Context Sep 17, 2019 Extractive Summarization Text Summarization
Code Code Available 0Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study Sep 14, 2019 Articles Text Summarization
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