Henry Elder

5 papers · 2018–2020 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (3)

Venues

ACL (2) COLING (1) EMNLP (1) NAACL (1)

Top co-authors

Alexander O’Connor (3) Jennifer Foster (3) Robert Burke (1) James Barry (1) Chris Hokamp (1)

Research topics

Natural Language Processing (5) Generation (5) Deep Learning (4) Machine Learning (2) Application Areas (2) Learning Types (2) Models (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Techniques (1)

Keywords

data augmentation (4) text generation (3) surface realization (3) natural language generation (2) sequence model (1) synthetic training data (1) symbolic representation (1) factored model (1) preprocessing technique (1) universal dependency (1) semantic accuracy (1) neural network (1) template-based generation (1) multi-stage generation (1) neural natural language generation (1) factored sequence model (1) sequence modeling (1) neural surface realization (1) knowledge distillation (1) task-oriented dialogue (1)

Papers

ADAPT at SR’20: How Preprocessing and Data Augmentation Help to Improve Surface Realization COLING 2020 How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue EMNLP 2020 Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization ACL 2020 Designing a Symbolic Intermediate Representation for Neural Surface Realization NAACL 2019 Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models ACL 2018