Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review
The rapid development and application of natural language generation (NLG) techniques
has revolutionized the field of automatic text production. However, these techniques are still …
has revolutionized the field of automatic text production. However, these techniques are still …
Generative entity typing with curriculum learning
Entity typing aims to assign types to the entity mentions in given texts. The traditional
classification-based entity typing paradigm has two unignorable drawbacks: 1) it fails to …
classification-based entity typing paradigm has two unignorable drawbacks: 1) it fails to …
Towards fine-grained concept generation
Constructing large-scale taxonomies are crucial for many knowledge-rich applications that
need concepts to better understand texts. However, current taxonomies suffer from the …
need concepts to better understand texts. However, current taxonomies suffer from the …