Post #299

Fresh picks from ArXiv Today at ArXiv: GNNs rescue NLP, power of random initialization, and a survey on computation of GNNs 🏭 If I forgot to mention your paper, please shoot me a message and I will update the post. Conferences - Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020 - Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020 - Neural Topic Modeling by Incorporating Document Relationship Graph EMNLP 2020 - GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020 - Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network CIKM 2020 - Knowledge Graph Embeddings in Geometric Algebras COLING 2020 - TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation COLING 2020 GNNs - The Surprising Power of Graph Neural Networks with Random Node Initialization - Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking with Ivan Titov - Direct Multi-hop Attention based Graph Neural Network with Jure Leskovec - Graph Neural Networks with Heterophily with Danai Koutra - My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control with Shimon Whiteson Survey - Computing Graph Neural Networks: A Survey from Algorithms to Accelerators