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02/17/2023
Creating generalizable downstream graph models with random projections
We investigate graph representation learning approaches that enable mode...
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10/24/2020
Text Editing by Command
A prevailing paradigm in neural text generation is one-shot generation, ...
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06/09/2020
Examination and Extension of Strategies for Improving Personalized Language Modeling via Interpolation
In this paper, we detail novel strategies for interpolating personalized...
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05/01/2020
A Controllable Model of Grounded Response Generation
Current end-to-end neural conversation models inherently lack the flexib...
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05/13/2019
Towards Content Transfer through Grounded Text Generation
Recent work in neural generation has attracted significant interest in c...
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05/11/2018
Confidence Modeling for Neural Semantic Parsing
In this work we focus on confidence modeling for neural semantic parsers...
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09/14/2017
Abstractions for AI-Based User Interfaces and Systems
Novel user interfaces based on artificial intelligence, such as natural-...
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08/12/2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Past work in relation extraction has focused on binary relations in sing...
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06/23/2015