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Generating Interactive Worlds with Text
Procedurally generating cohesive and interesting game environments is ch...
11/20/2019 ∙ by Angela Fan, et al. ∙
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Reducing Transformer Depth on Demand with Structured Dropout
Overparameterized transformer networks have obtained state of the art re...
09/25/2019 ∙ by Angela Fan, et al. ∙
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Prior matters: simple and general methods for evaluating and improving topic quality in topic modeling
Latent Dirichlet Allocation (LDA) models trained without stopword remova...
01/12/2017 ∙ by Angela Fan, et al. ∙
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Language Modeling with Gated Convolutional Networks
The pre-dominant approach to language modeling to date is based on recur...
12/23/2016 ∙ by Yann N. Dauphin, et al. ∙
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Controllable Abstractive Summarization
Current models for document summarization ignore user preferences such a...
11/14/2017 ∙ by Angela Fan, et al. ∙
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Hierarchical Neural Story Generation
We explore story generation: creative systems that can build coherent an...
05/13/2018 ∙ by Angela Fan, et al. ∙
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Wizard of Wikipedia: Knowledge-Powered Conversational agents
In open-domain dialogue intelligent agents should exhibit the use of kno...
11/03/2018 ∙ by Emily Dinan, et al. ∙
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Pay Less Attention with Lightweight and Dynamic Convolutions
Self-attention is a useful mechanism to build generative models for lang...
01/29/2019 ∙ by Felix Wu, et al. ∙
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Strategies for Structuring Story Generation
Writers generally rely on plans or sketches to write long stories, but m...
02/04/2019 ∙ by Angela Fan, et al. ∙
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Learning to Speak and Act in a Fantasy Text Adventure Game
We introduce a large scale crowdsourced text adventure game as a researc...
03/07/2019 ∙ by Jack Urbanek, et al. ∙
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fairseq: A Fast, Extensible Toolkit for Sequence Modeling
fairseq is an open-source sequence modeling toolkit that allows research...
04/01/2019 ∙ by Myle Ott, et al. ∙
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GLOSS: Generative Latent Optimization of Sentence Representations
We propose a method to learn unsupervised sentence representations in a ...
07/15/2019 ∙ by Sidak Pal Singh, et al. ∙
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ELI5: Long Form Question Answering
We introduce the first large-scale corpus for long-form question answeri...
07/22/2019 ∙ by Angela Fan, et al. ∙
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Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs
Query-based open-domain NLP tasks require information synthesis from lon...
10/18/2019 ∙ by Angela Fan, et al. ∙
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Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
Models often easily learn biases present in the training data, and their...
11/10/2019 ∙ by Emily Dinan, et al. ∙
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