NLPExplorer

Question Answering with Subgraph Embeddings

Antoine Bordes | Sumit Chopra | Jason Weston |

Paper Details:

Month: October
Year: 2014
Location: Doha, Qatar
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Hybrid Question Answering over Knowledge Base and Free Text
Kun Xu | Yansong Feng | Songfang Huang | Dongyan Zhao |

Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing
Bo Chen | Bo An | Le Sun | Xianpei Han |

The APVA-TURBO Approach To Question Answering in Knowledge Base
Yue Wang | Richong Zhang | Cheng Xu | Yongyi Mao |

Question Answering with Subgraph Embeddings
Antoine Bordes | Sumit Chopra | Jason Weston |

Traversing Knowledge Graphs in Vector Space
Kelvin Guu | John Miller | Percy Liang |

Learning to Paraphrase for Question Answering
Li Dong | Jonathan Mallinson | Siva Reddy | Mirella Lapata |

QUINT: Interpretable Question Answering over Knowledge Bases
Abdalghani Abujabal | Rishiraj Saha Roy | Mohamed Yahya | Gerhard Weikum |

A State-transition Framework to Answer Complex Questions over Knowledge Base
Sen Hu | Lei Zou | Xinbo Zhang |

Commonsense for Generative Multi-Hop Question Answering Tasks
Lisa Bauer | Yicheng Wang | Mohit Bansal |

Dual Constrained Question Embeddings with Relational Knowledge Bases for Simple Question Answering
Kaustubh Kulkarni | Riku Togashi | Hideyuki Maeda | Sumio Fujita |

Framing QA as Building and Ranking Intersentence Answer Justifications
Peter Jansen | Rebecca Sharp | Mihai Surdeanu | Peter Clark |

Learning an Executable Neural Semantic Parser
Jianpeng Cheng | Siva Reddy | Vijay Saraswat | Mirella Lapata |

Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
Massimiliano Mancini | Jose Camacho-Collados | Ignacio Iacobacci | Roberto Navigli |

Weakly-Supervised Neural Semantic Parsing with a Generative Ranker
Jianpeng Cheng | Mirella Lapata |

Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods
Arvind Neelakantan | Ming-Wei Chang |

Lean Question Answering over Freebase from Scratch
Xuchen Yao |

Natural Language Question Answering and Analytics for Diverse and Interlinked Datasets
Dezhao Song | Frank Schilder | Charese Smiley | Chris Brew |

Question Answering over Knowledge Base using Factual Memory Networks
Sarthak Jain |

MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
Wenpeng Yin | Hinrich Schütze |

Question Answering over Freebase with Multi-Column Convolutional Neural Networks
Li Dong | Furu Wei | Ming Zhou | Ke Xu |

Scalable Semantic Parsing with Partial Ontologies
Eunsol Choi | Tom Kwiatkowski | Luke Zettlemoyer |

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Wen-tau Yih | Ming-Wei Chang | Xiaodong He | Jianfeng Gao |

Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
Aliaksei Severyn | Massimo Nicosia | Gianni Barlacchi | Alessandro Moschitti |

Machine Comprehension with Syntax, Frames, and Semantics
Hai Wang | Mohit Bansal | Kevin Gimpel | David McAllester |

A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering
Di Wang | Eric Nyberg |

Sentence Rewriting for Semantic Parsing
Bo Chen | Le Sun | Xianpei Han | Bo An |

CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases
Zihang Dai | Lei Li | Wei Xu |

Sequence-based Structured Prediction for Semantic Parsing
Chunyang Xiao | Marc Dymetman | Claire Gardent |

Commonsense Knowledge Base Completion
Xiang Li | Aynaz Taheri | Lifu Tu | Kevin Gimpel |

Simpler Context-Dependent Logical Forms via Model Projections
Reginald Long | Panupong Pasupat | Percy Liang |

Learning Structured Natural Language Representations for Semantic Parsing
Jianpeng Cheng | Siva Reddy | Vijay Saraswat | Mirella Lapata |

Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar | Jose Camacho-Collados | Roberto Navigli | Nigel Collier |

Imitation Learning of Agenda-based Semantic Parsers
Jonathan Berant | Percy Liang |

Learning to Understand Phrases by Embedding the Dictionary
Felix Hill | Kyunghyun Cho | Anna Korhonen | Yoshua Bengio |

Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl | Pontus Stenetorp | Sebastian Riedel |

Orthogonality regularizer for question answering
Chunyang Xiao | Guillaume Bouchard | Marc Dymetman | Claire Gardent |

Incorporating Selectional Preferences in Multi-hop Relation Extraction
Rajarshi Das | Arvind Neelakantan | David Belanger | Andrew McCallum |

Cross-Lingual Question Answering Using Common Semantic Space
Amir Pouran Ben Veyseh |

LSTM-Based Mixture-of-Experts for Knowledge-Aware Dialogues
Phong Le | Marc Dymetman | Jean-Michel Renders |

Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations
José Camacho-Collados | Roberto Navigli |

Redundancy Localization for the Conversationalization of Unstructured Responses
Sebastian Krause | Mikhail Kozhevnikov | Eric Malmi | Daniele Pighin |

No URLs Found

Field Of Study

Linguistic Trends

Embeddings Syntax

Task

Semantic Parsing Information Retrieval Question Answering

Language

English

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