NLPExplorer

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

Paper Details:

Month: September
Year: 2015
Location: Lisbon, Portugal
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge
Raghav Goyal | Marc Dymetman | Eric Gaussier |

Imitation learning for language generation from unaligned data
Gerasimos Lampouras | Andreas Vlachos |

Context-aware Natural Language Generation for Spoken Dialogue Systems
Hao Zhou | Minlie Huang | Xiaoyan Zhu |

Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems
Van-Khanh Tran | Le-Minh Nguyen |

Globally Coherent Text Generation with Neural Checklist Models
Chloé Kiddon | Luke Zettlemoyer | Yejin Choi |

Neural Text Generation from Structured Data with Application to the Biography Domain
Rémi Lebret | David Grangier | Michael Auli |

Obj2Text: Generating Visually Descriptive Language from Object Layouts
Xuwang Yin | Vicente Ordonez |

Reference-Aware Language Models
Zichao Yang | Phil Blunsom | Chris Dyer | Wang Ling |

Steering Output Style and Topic in Neural Response Generation
Di Wang | Nebojsa Jojic | Chris Brockett | Eric Nyberg |

Learning a Policy for Opportunistic Active Learning
Aishwarya Padmakumar | Peter Stone | Raymond Mooney |

Unsupervised Natural Language Generation with Denoising Autoencoders
Markus Freitag | Scott Roy |

Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints
Ashutosh Baheti | Alan Ritter | Jiwei Li | Bill Dolan |

Direct Output Connection for a High-Rank Language Model
Sho Takase | Jun Suzuki | Masaaki Nagata |

Integrated Learning of Dialog Strategies and Semantic Parsing
Aishwarya Padmakumar | Jesse Thomason | Raymond J. Mooney |

Learning to generate one-sentence biographies from Wikidata
Andrew Chisholm | Will Radford | Ben Hachey |

Input-to-Output Gate to Improve RNN Language Models
Sho Takase | Jun Suzuki | Masaaki Nagata |

Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks
Van-Khanh Tran | Le-Minh Nguyen |

Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems
Van-Khanh Tran | Le-Minh Nguyen |

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

Annotating Modality Expressions and Event Factuality for a Japanese Chess Commentary Corpus
Suguru Matsuyoshi | Hirotaka Kameko | Yugo Murawaki | Shinsuke Mori |

Improving a Neural-based Tagger for Multiword Expressions Identification
Dušan Variš | Natalia Klyueva |

Recurrent Neural Network Grammars
Chris Dyer | Adhiguna Kuncoro | Miguel Ballesteros | Noah A. Smith |

A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation
Juraj Juraska | Panagiotis Karagiannis | Kevin Bowden | Marilyn Walker |

Natural Answer Generation with Heterogeneous Memory
Yao Fu | Yansong Feng |

What’s This Movie About? A Joint Neural Network Architecture for Movie Content Analysis
Philip John Gorinski | Mirella Lapata |

Compositional Sequence Labeling Models for Error Detection in Learner Writing
Marek Rei | Helen Yannakoudakis |

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

Summarizing Source Code using a Neural Attention Model
Srinivasan Iyer | Ioannis Konstas | Alvin Cheung | Luke Zettlemoyer |

Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings
Ondřej Dušek | Filip Jurčíček |

Creating Training Corpora for NLG Micro-Planners
Claire Gardent | Anastasia Shimorina | Shashi Narayan | Laura Perez-Beltrachini |

Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search
Chris Hokamp | Qun Liu |

Modeling Situations in Neural Chat Bots
Shoetsu Sato | Naoki Yoshinaga | Masashi Toyoda | Masaru Kitsuregawa |

Sentence-State LSTM for Text Representation
Yue Zhang | Qi Liu | Linfeng Song |

Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game
Haichao Zhang | Haonan Yu | Wei Xu |

Low-Rank RNN Adaptation for Context-Aware Language Modeling
Aaron Jaech | Mari Ostendorf |

Generating Paraphrases from DBPedia using Deep Learning
Amin Sleimi | Claire Gardent |

A Context-aware Natural Language Generator for Dialogue Systems
Ondřej Dušek | Filip Jurčíček |

Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks
Jad Kabbara | Jackie Chi Kit Cheung |

The aNALoGuE Challenge: Non Aligned Language GEneration
Jekaterina Novikova | Verena Rieser |

Crowd-sourcing NLG Data: Pictures Elicit Better Data.
Jekaterina Novikova | Oliver Lemon | Verena Rieser |

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

A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset
Shubham Agarwal | Marc Dymetman |

Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation
Van-Khanh Tran | Le-Minh Nguyen | Satoshi Tojo |

Controlling Target Features in Neural Machine Translation via Prefix Constraints
Shunsuke Takeno | Masaaki Nagata | Kazuhide Yamamoto |

The OSU Realizer for SRST ‘18: Neural Sequence-to-Sequence Inflection and Incremental Locality-Based Linearization
David King | Michael White |

A Context-aware Convolutional Natural Language Generation model for Dialogue Systems
Sourab Mangrulkar | Suhani Shrivastava | Veena Thenkanidiyoor | Dileep Aroor Dinesh |

Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper
Nut Limsopatham | Oleg Rokhlenko | David Carmel |

Syntactic Manipulation for Generating more Diverse and Interesting Texts
Jan Milan Deriu | Mark Cieliebak |

Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods
Chris van der Lee | Emiel Krahmer | Sander Wubben |

Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts
Isabel Groves | Ye Tian | Ioannis Douratsos |

LSTM Hypertagging
Reid Fu | Michael White |

Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity
Glorianna Jagfeld | Sabrina Jenne | Ngoc Thang Vu |

Generation of Company descriptions using concept-to-text and text-to-text deep models: dataset collection and systems evaluation
Raheel Qader | Khoder Jneid | François Portet | Cyril Labbé |

Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring?
Lena Reed | Shereen Oraby | Marilyn Walker |

Sentence Packaging in Text Generation from Semantic Graphs as a Community Detection Problem
Alexander Shvets | Simon Mille | Leo Wanner |

Handling Rare Items in Data-to-Text Generation
Anastasia Shimorina | Claire Gardent |

Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning
David M. Howcroft | Dietrich Klakow | Vera Demberg |

Neural Transition-based Syntactic Linearization
Linfeng Song | Yue Zhang | Daniel Gildea |

Characterizing Variation in Crowd-Sourced Data for Training Neural Language Generators to Produce Stylistically Varied Outputs
Juraj Juraska | Marilyn Walker |

Char2char Generation with Reranking for the E2E NLG Challenge
Shubham Agarwal | Marc Dymetman | Éric Gaussier |

E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language
Henry Elder | Sebastian Gehrmann | Alexander O’Connor | Qun Liu |

E2E NLG Challenge: Neural Models vs. Templates
Yevgeniy Puzikov | Iryna Gurevych |

No URLs Found

Field Of Study

Linguistic Trends

Discourse Embeddings Ontologies Syntax

Task

Language Understanding Language Generation Machine Translation

Approach

Deep Learning

Language

Multilingual Chinese English

Dataset

Spoken Dialog

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