Proceedings of the 2nd Workshop on Deep Learning on Graphs for Natural Language Processing (DLG4NLP 2022)

LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification

Pub Date : 2021-03-26 DOI: 10.18653/v1/2022.dlg4nlp-1.7 Irene Li, Aosong Feng, Hao Wu, Tianxiao Li, T. Suzumura, Ruihai Dong

Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers

Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.dlg4nlp-1.2 Changmao Li, Jeffrey Flanigan

Graph Neural Networks for Adapting Off-the-shelf General Domain Language Models to Low-Resource Specialised Domains

Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.dlg4nlp-1.5 Mérième Bouhandi, E. Morin, Thierry Hamon