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The Thesis Review
[44] Hady Elsahar - NLG from Structured Knowledge Bases (& Controlling LMs)
Aug 23, 2022
01:05:56
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- Research focuses on neural language generation from structured knowledge bases.
- Interest in multilingual and low-resource NLP and controlled generation.
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Research Focus on Controlling Language Models
Heidi Elsahar's research focuses on neural language generation under constrained and controlled conditions, particularly exploring interactions between natural language and structured knowledge bases. His PhD work delved into data-to-text generation and relation extraction, leading to a keen interest in multilingual and low-resource natural language processing (NLP) as well as controlled generation. The discussion delves into controlling language models, particularly in prompting, distributional control, and energy-based models.
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