Papers by Sushant Rathi
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols (2020.emnlp-main)
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| Challenge: | Existing TKBC models heavily overestimate link prediction performance due to imperfect evaluation mechanisms. |
| Approach: | They propose a method that integrates entities, relations and time into a uniform space . they propose improved evaluation protocols for link and time prediction . |
| Outcome: | The proposed method exploits the recurrent nature of some facts/events and temporal interactions between pairs of relations yielding state-of-the-art results. |