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10/17/2022
Deep Bidirectional Language-Knowledge Graph Pretraining
Pretraining a language model (LM) on text has been shown to help various...
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01/21/2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
Answering complex questions about textual narratives requires reasoning ...
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11/30/2021
Hierarchical Prototype Networks for Continual Graph Representation Learning
Despite significant advances in graph representation learning, little at...
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10/11/2020
Do Language Embeddings Capture Scales?
Pretrained Language Models (LMs) have been shown to possess significant ...
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08/03/2019
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks
Modeling sequential interactions between users and items/products is cru...
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12/06/2018
Learning Dynamic Embeddings from Temporal Interactions
Modeling a sequence of interactions between users and items (e.g., produ...
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05/16/2018