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Ian Wood

2 accepted papers

2021

Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction

NAACL 2021long

Relation prediction informed from a combination of text corpora and curated knowledge bases, combining knowledge graph completion with relation extraction, is a relatively little studied task. A system that can perform this task has the ability to extend an arbitrary set of relational database table…

2021

Mention Flags (MF): Constraining Transformer-based Text Generators

ACL 2021long

This paper focuses on Seq2Seq (S2S) constrained text generation where the text generator is constrained to mention specific words which are inputs to the encoder in the generated outputs. Pre-trained S2S models or a Copy Mechanism are trained to copy the surface tokens from encoders to decoders, but…