Improving Text-to-Text Pre-trained Models for the Graph-to-Text Task

no code implementations • ACL (WebNLG, INLG) 2020 • Zixiaofan Yang, Arash Einolghozati, Hakan Inan, Keith Diedrick, Angela Fan, Pinar Donmez, Sonal Gupta

Converting a knowledge graph or sub-graph to natural text is useful when answering questions based on a knowledge base.

Sound Natural: Content Rephrasing in Dialog Systems

1 code implementation • EMNLP 2020 • Arash Einolghozati, Anchit Gupta, Keith Diedrick, Sonal Gupta

We introduce a new task of rephrasing for a more natural virtual assistant.

Language Modelling Paraphrase Generation

Conversational Semantic Parsing

no code implementations • EMNLP 2020 • Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Mike Haeger, Haoran Li, Yashar Mehdad, Ves Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta

In this paper, we propose a semantic representation for such task-oriented conversational systems that can represent concepts such as co-reference and context carryover, enabling comprehensive understanding of queries in a session.

dialog state tracking Semantic Parsing