Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols

@inproceedings{Jain2020TemporalKB,
  title={Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols},
  author={Prachi Jain and Sushant Rathi and Mausam and Soumen Chakrabarti},
  booktitle={EMNLP},
  year={2020}
}
  • Prachi Jain, Sushant Rathi, +1 author Soumen Chakrabarti
  • Published in EMNLP 2020
  • Computer Science
  • Temporal knowledge bases associate relational (s,r,o) triples with a set of times (or a single time instant) when the relation is valid. While time-agnostic KB completion (KBC) has witnessed significant research, temporal KB completion (TKBC) is in its early days. In this paper, we consider predicting missing entities (link prediction) and missing time intervals (time prediction) as joint TKBC tasks where entities, relations, and time are all embedded in a uniform, compatible space. We present… CONTINUE READING

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