Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations Jun 1, 2018 Text Segmentation Text Summarization
— Unverified 0Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data Jun 1, 2018 Reading Comprehension Text Summarization
— Unverified 0Estimating Summary Quality with Pairwise Preferences Jun 1, 2018 Text Summarization
— Unverified 0Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting May 28, 2018 Abstractive Text Summarization Decoder
Code Code Available 1An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses May 25, 2018 Text Summarization
— Unverified 0Deep Reinforcement Learning For Sequence to Sequence Models May 24, 2018 Abstractive Text Summarization Caption Generation
Code Code Available 1A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) May 20, 2018 Document Summarization Extractive Document Summarization
— Unverified 0Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization May 13, 2018 Abstractive Text Summarization Text Summarization
Code Code Available 0Using Statistical and Semantic Models for Multi-Document Summarization May 11, 2018 Document Summarization Extractive Text Summarization
— Unverified 0Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency May 10, 2018 Abstractive Text Summarization Text Summarization
— Unverified 0A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization May 9, 2018 Abstractive Text Summarization Diversity
— Unverified 0A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification May 3, 2018 Abstractive Text Summarization Classification
— Unverified 0BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset May 1, 2018 Machine Translation named-entity-recognition
Code Code Available 0Auto-hMDS: Automatic Construction of a Large Heterogeneous Multilingual Multi-Document Summarization Corpus May 1, 2018 Abstractive Text Summarization Document Summarization
Code Code Available 0TSix: A Human-involved-creation Dataset for Tweet Summarization May 1, 2018 Document Summarization Text Summarization
— Unverified 0A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task May 1, 2018 Abstractive Text Summarization Question Answering
— Unverified 0Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU May 1, 2018 Abstractive Text Summarization Coreference Resolution
Code Code Available 0ETPC - A Paraphrase Identification Corpus Annotated with Extended Paraphrase Typology and Negation May 1, 2018 Natural Language Inference Negation
Code Code Available 0A Survey on Automatically-Constructed WordNets and their Evaluation: Lexical and Word Embedding-based Approaches May 1, 2018 Semantic Textual Similarity Text Summarization
— Unverified 0C-HTS: A Concept-based Hierarchical Text Segmentation approach May 1, 2018 Hierarchical Text Segmentation Information Retrieval
Code Code Available 0Classifying the Informative Behaviour of Emoji in Microblogs May 1, 2018 Text Summarization
— Unverified 0A Corpus to Learn Refer-to-as Relations for Nominals May 1, 2018 Coreference Resolution Learning Semantic Representations
— Unverified 0Developing the Bangla RST Discourse Treebank May 1, 2018 Machine Translation Sentiment Analysis
— Unverified 0Data-driven Summarization of Scientific Articles Apr 24, 2018 Articles Sentence
Code Code Available 0Learning to Extract Coherent Summary via Deep Reinforcement Learning Apr 19, 2018 Deep Reinforcement Learning Extractive Summarization
— Unverified 0Multi-Reward Reinforced Summarization with Saliency and Entailment Apr 17, 2018 Abstractive Text Summarization Reinforcement Learning
— Unverified 0A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Apr 16, 2018 Abstractive Text Summarization Decoder
Code Code Available 1A Survey on Neural Network-Based Summarization Methods Mar 19, 2018 Survey Text Summarization
— Unverified 0Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples Mar 3, 2018 image-classification Image Classification
Code Code Available 0Neural Monkey: The Current State and Beyond Mar 1, 2018 Image Captioning Machine Translation
— Unverified 0A Hybrid Word-Character Approach to Abstractive Summarization Feb 27, 2018 Abstractive Text Summarization Articles
— Unverified 0Extractive Text Summarization using Neural Networks Feb 27, 2018 Document Summarization Extractive Text Summarization
— Unverified 0Tone Biased MMR Text Summarization Feb 26, 2018 Text Summarization
— Unverified 0Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Feb 9, 2018 Imputation Language Modeling
Code Code Available 0Diverse Beam Search for Increased Novelty in Abstractive Summarization Feb 5, 2018 Abstractive Text Summarization Diversity
— Unverified 0A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data Jan 5, 2018 Decoder Multi-Task Learning
— Unverified 0Sentence Object Notation: Multilingual sentence notation based on Wordnet Jan 3, 2018 Object Sentence
— Unverified 0A Deep Network Model for Paraphrase Detection in Short Text Messages Dec 7, 2017 Question Answering Sentence
— Unverified 0Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals Dec 4, 2017 Clustering General Classification
— Unverified 0Deliberation Networks: Sequence Generation Beyond One-Pass Decoding Dec 1, 2017 Articles Decoder
— Unverified 0Generative Adversarial Network for Abstractive Text Summarization Nov 26, 2017 Abstractive Text Summarization Generative Adversarial Network
Code Code Available 0Automatic Text Summarization Using Reinforcement Learning with Embedding Features Nov 1, 2017 ARC Information Retrieval
— Unverified 0WiseReporter: A Korean Report Generation System Nov 1, 2017 Slot Filling Text Generation
— Unverified 0Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels Nov 1, 2017 Data Augmentation Decoder
— Unverified 0Supervised Attention for Sequence-to-Sequence Constituency Parsing Nov 1, 2017 Constituency Parsing Machine Translation
— Unverified 0Improving Social Media Text Summarization by Learning Sentence Weight Distribution Oct 31, 2017 Decoder Sentence
— Unverified 0A Semantically Motivated Approach to Compute ROUGE Scores Oct 20, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified 0A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification Oct 6, 2017 Decoder Semantic Similarity
Code Code Available 0A Domain and Language Independent Named Entity Classification Approach Based on Profiles and Local Information Sep 1, 2017 General Classification Named Entity Recognition (NER)
— Unverified 0Measuring the Limit of Semantic Divergence for English Tweets. Sep 1, 2017 Machine Translation Question Answering
— Unverified 0