LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization May 28, 2019 Abstractive Text Summarization Articles
Code Code Available 0Levenshtein Transformer May 27, 2019 Automatic Post-Editing Machine Translation
Code Code Available 1Sample Efficient Text Summarization Using a Single Pre-Trained Transformer May 21, 2019 Abstractive Text Summarization Decoder
Code Code Available 0Unified Language Model Pre-training for Natural Language Understanding and Generation May 8, 2019 Abstractive Text Summarization Document Summarization
Code Code Available 0MASS: Masked Sequence to Sequence Pre-training for Language Generation May 7, 2019 Conversational Response Generation Decoder
Code Code Available 2Importance of Copying Mechanism for News Headline Generation Apr 25, 2019 Articles Headline Generation
Code Code Available 1TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks Apr 23, 2019 Image Generation Knowledge Distillation
Code Code Available 0NLP Driven Ensemble Based Automatic Subtitle Generation and Semantic Video Summarization Technique Apr 22, 2019 speech-recognition Speech Recognition
— Unverified 0Positional Encoding to Control Output Sequence Length Apr 16, 2019 Abstractive Text Summarization Decoder
Code Code Available 0Text segmentation on multilabel documents: A distant-supervised approach Apr 14, 2019 Information Retrieval Multilabel Text Classification
— Unverified 0Text Generation with Exemplar-based Adaptive Decoding Apr 9, 2019 Abstractive Text Summarization Data-to-Text Generation
— Unverified 0Jointly Extracting and Compressing Documents with Summary State Representations Apr 3, 2019 Extractive Summarization Text Summarization
Code Code Available 0Automatic text summarization: What has been done and what has to be done Apr 1, 2019 Text Summarization
— Unverified 0Keyphrase Generation: A Text Summarization Struggle Mar 29, 2019 Articles Keyphrase Generation
— Unverified 0Neural Abstractive Text Summarization and Fake News Detection Mar 24, 2019 Abstractive Text Summarization Articles
— Unverified 0Small-world networks for summarization of biomedical articles Mar 7, 2019 Articles Informativeness
— Unverified 0Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications Mar 1, 2019 Language Modeling Language Modelling
— Unverified 0Pretraining-Based Natural Language Generation for Text Summarization Feb 25, 2019 Abstractive Text Summarization Decoder
Code Code Available 0Neural Extractive Text Summarization with Syntactic Compression Feb 3, 2019 Document Summarization Extractive Text Summarization
Code Code Available 0Query-oriented text summarization based on hypergraph transversals Feb 2, 2019 Document Summarization Sentence
— Unverified 0Self-Attentive Model for Headline Generation Jan 23, 2019 Articles Headline Generation
— Unverified 0Improving Sequence-to-Sequence Learning via Optimal Transport Jan 18, 2019 Abstractive Text Summarization Image Captioning
— Unverified 0Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models Jan 14, 2019 Caption Generation Language Modeling
— Unverified 0A Survey on Deep Learning for Named Entity Recognition Dec 22, 2018 Decoder Deep Learning
Code Code Available 0Abstractive Text Summarization by Incorporating Reader Comments Dec 13, 2018 Abstractive Text Summarization Reader-Aware Summarization
— Unverified 0Sentence-wise Smooth Regularization for Sequence to Sequence Learning Dec 12, 2018 Machine Translation Multi-class Classification
— Unverified 0Neural Abstractive Text Summarization with Sequence-to-Sequence Models Dec 5, 2018 Abstractive Text Summarization Language Modeling
Code Code Available 1BoWLer: A neural approach to extractive text summarization Dec 1, 2018 Extractive Text Summarization Text Summarization
— Unverified 0Connecting the Dots Between MLE and RL for Sequence Prediction Nov 24, 2018 Imitation Learning Machine Translation
— Unverified 0A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification Nov 14, 2018 Abstractive Text Summarization Classification
— Unverified 0An Introductory Survey on Attention Mechanisms in NLP Problems Nov 12, 2018 Dependency Parsing General Classification
— Unverified 0Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts Nov 1, 2018 Image Captioning Machine Translation
— Unverified 0Task Proposal: The TL;DR Challenge Nov 1, 2018 Abstractive Text Summarization Information Retrieval
— Unverified 0Interactive health insight miner: an adaptive, semantic-based approach Nov 1, 2018 Common Sense Reasoning Text Generation
— Unverified 0A Multilingual Study of Compressive Cross-Language Text Summarization Oct 24, 2018 Cross-Language Text Summarization Text Summarization
— Unverified 0Summarizing User-generated Textual Content: Motivation and Methods for Fairness in Algorithmic Summaries Oct 22, 2018 Extractive Summarization Fairness
Code Code Available 0WikiHow: A Large Scale Text Summarization Dataset Oct 18, 2018 Articles Diversity
Code Code Available 1Deep Transfer Reinforcement Learning for Text Summarization Oct 15, 2018 reinforcement-learning Reinforcement Learning
Code Code Available 0IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Oct 12, 2018 Articles Extractive Summarization
Code Code Available 0基於基因演算法的組合式多文件摘要方法 (An Ensemble Approach for Multi-document Summarization using Genetic Algorithms) [In Chinese] Oct 1, 2018 Document Summarization Multi-Document Summarization
— Unverified 0Input Combination Strategies for Multi-Source Transformer Decoder Oct 1, 2018 Decoder Image Captioning
— Unverified 0Investigating the Challenges of Temporal Relation Extraction from Clinical Text Oct 1, 2018 Named Entity Recognition (NER) Question Answering
— Unverified 0Improving Neural Abstractive Document Summarization with Structural Regularization Oct 1, 2018 Abstractive Text Summarization Document Summarization
— Unverified 0MSMO: Multimodal Summarization with Multimodal Output Oct 1, 2018 Informativeness Text Summarization
— Unverified 0Facts That Matter Oct 1, 2018 Clustering Diversity
Code Code Available 0Sentence Compression for Arbitrary Languages via Multilingual Pivoting Oct 1, 2018 Machine Translation Sentence
Code Code Available 0Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN Oct 1, 2018 Decoder Extractive Text Summarization
— Unverified 0CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization Oct 1, 2018 Abstractive Text Summarization Image Captioning
— Unverified 0A Graph-theoretic Summary Evaluation for ROUGE Oct 1, 2018 Abstractive Text Summarization Semantic Similarity
— Unverified 0Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation Oct 1, 2018 Dialogue Generation Diversity
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