NLPExplorer

A Hierarchical Neural Autoencoder for Paragraphs and Documents

Jiwei Li | Thang Luong | Dan Jurafsky |

Paper Details:

Month: July
Year: 2015
Location: Beijing, China
Venue: ACL | IJCNLP |

Citations

URL

An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model
Shulei Ma | Zhi-Hong Deng | Yunlun Yang |

Capturing Pragmatic Knowledge in Article Usage Prediction using LSTMs
Jad Kabbara | Yulan Feng | Jackie Chi Kit Cheung |

Effective LSTMs for Target-Dependent Sentiment Classification
Duyu Tang | Bing Qin | Xiaocheng Feng | Ting Liu |

Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training
Zhongyang Li | Xiao Ding | Ting Liu |

Point Precisely: Towards Ensuring the Precision of Data in Generated Texts Using Delayed Copy Mechanism
Liunian Li | Xiaojun Wan |

Learning Word Meta-Embeddings by Autoencoding
Danushka Bollegala | Cong Bao |

deepQuest: A Framework for Neural-based Quality Estimation
Julia Ive | Frédéric Blain | Lucia Specia |

LCSTS: A Large Scale Chinese Short Text Summarization Dataset
Baotian Hu | Qingcai Chen | Fangze Zhu |

Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang | Bing Qin | Ting Liu |

A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder | Parsa Ghaffari | John G. Breslin |

Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network
Zi-Yi Dou |

Building Context-aware Clause Representations for Situation Entity Type Classification
Zeyu Dai | Ruihong Huang |

Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation
Jingjing Xu | Xuancheng Ren | Junyang Lin | Xu Sun |

Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks
Yaushian Wang | Hung-Yi Lee |

Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching
Wenpeng Yin | Hinrich Schütze |

Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project
Guntis Barzdins | Steve Renals | Didzis Gosko |

Ranking Sentences for Extractive Summarization with Reinforcement Learning
Shashi Narayan | Shay B. Cohen | Mirella Lapata |

Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis
Shivashankar Subramanian | Trevor Cohn | Timothy Baldwin |

Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models
Minh-Thang Luong | Christopher D. Manning |

Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task
Zheng Cai | Lifu Tu | Kevin Gimpel |

Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization
Shuming Ma | Xu Sun | Junyang Lin | Houfeng Wang |

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Wenpeng Yin | Hinrich Schütze | Bing Xiang | Bowen Zhou |

Learning Distributed Representations of Texts and Entities from Knowledge Base
Ikuya Yamada | Hiroyuki Shindo | Hideaki Takeda | Yoshiyasu Takefuji |

Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms
Wenpeng Yin | Hinrich Schütze |

USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders
Isabelle Augenstein | Andreas Vlachos | Kalina Bontcheva |

Deep Learning Models For Multiword Expression Identification
Waseem Gharbieh | Virendrakumar Bhavsar | Paul Cook |

Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization
Minsoo Kim | Dennis Singh Moirangthem | Minho Lee |

Neural Associative Memory for Dual-Sequence Modeling
Dirk Weissenborn |

Learning to Embed Words in Context for Syntactic Tasks
Lifu Tu | Kevin Gimpel | Karen Livescu |

Predicting Success in Goal-Driven Human-Human Dialogues
Michael Noseworthy | Jackie Chi Kit Cheung | Joelle Pineau |

A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval
Jonas Pfeiffer | Samuel Broscheit | Rainer Gemulla | Mathias Göschl |

Adapting Neural Single-Document Summarization Model for Abstractive Multi-Document Summarization: A Pilot Study
Jianmin Zhang | Jiwei Tan | Xiaojun Wan |

No URLs Found

Field Of Study

Linguistic Trends

Discourse Embeddings

Task

Discourse Parsing Information Retrieval Question Answering Language Generation Summarization Machine Translation Text Organization

Language

French

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