This repository contains my Ph.D. thesis paper "Tackling Graphical NLP problems with Graph Recurrent Networks" and my defense slides. The thesis covers my recent work in applying graph recurrent network (GRN) on the four following graphical NLP problems:
- Multi-hop reading comprehension (Chapter 3, will be published at TKDE 2020) link-to-repo
- N-ary relation extraction (Chapter 4, published at EMNLP 2018) link-to-repo
- AMR-to-text generation (Chapter 5, published at ACL 2018) link-to-repo
- Semantic neural machine translation (Chapter 6, published at TACL2019) link-to-repo
Hope this can be helpful to you. Please create issues for questions and dicussions. I won't check my University email accounts as offen as I did previously.