commonsense.md

Commonsense Knowledge Base and Knowledge Base Completion

[2013 NIPS] Reasoning With Neural Tensor Networks for Knowledge Base Completion, [paper], sources: [siddharth-agrawal/Neural-Tensor-Network], [dddoss/tensorflow-socher-ntn].
[2013 NIPS] TransE: Translating Embeddings for Modeling Multi-relational Data, [paper], sources: [thunlp/TensorFlow-TransX].
[2014 AAAI] TransH: Knowledge Graph Embedding by Translating on Hyperplanes, [paper], sources: [thunlp/TensorFlow-TransX].
[2015 EMNLP] PTransE: Modeling Relation Paths for Representation Learning of Knowledge Bases, [paper], [homepage], sources: [thunlp/Fast-TransX].
[2015 AAAI] TransR: Learning Entity and Relation Embeddings for Knowledge Graph Completion, [paper], sources: [thunlp/TensorFlow-TransX].
[2015 ACL] TransD: Knowledge Graph Embedding via Dynamic Mapping Matrix, [paper], sources: [thunlp/TensorFlow-TransX].
[2016 AAAI] Knowledge Graph Completion with Adaptive Sparse Transfer Matrix, [paper], sources: [FrankWork/transparse], [thunlp/Fast-TransX].
[2016 ACL] Commonsense Knowledge Base Completion, [paper], [homepage], sources: [Lorraine333/ACL_CKBC].
[2017 AKBC] RelNet: End-to-End Modeling of Entities & Relations, [paper], [homepage].
[2017 EMNLP] Context-Aware Representations for Knowledge Base Relation Extraction, [paper], sources: [UKPLab/emnlp2017-relation-extraction].
[2018 AAAI] SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings, [paper].