1 citations · 1 across the 2 of their papers we have counts for
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Shape of synth to come: Why we should use synthetic data for English surface realization
Henry Elder, Robert Burke, Alexander O'Connor +1
The Surface Realization Shared Tasks of 2018 and 2019 were Natural Language Generation shared tasks with the goal of exploring approaches to surface realization from Universal-Depe…
Designing a Symbolic Intermediate Representation for Neural Surface Realization
Henry Elder, Jennifer Foster, James Barry +1
Generated output from neural NLG systems often contain errors such as hallucination, repetition or contradiction. This work focuses on designing a symbolic intermediate representat…
End-to-End Content and Plan Selection for Data-to-Text Generation
Sebastian Gehrmann, Falcon Z. Dai, Henry Elder +1
Learning to generate fluent natural language from structured data with neural networks has become an common approach for NLG. This problem can be challenging when the form of the s…
Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models
Henry Elder, Chris Hokamp
This work presents a new state of the art in reconstruction of surface realizations from obfuscated text. We identify the lack of sufficient training data as the major obstacle to…