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Knowledge Base Completion: Baseline strikes back (Again)
TLDR
We use 1-N scoring to compute a fullsoftmax (exact probability), instead of approximating it by using negative sampling, for improving performance of older models to match those of recent SOTA models. Expand
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Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data
TLDR
In this paper, we describe an unconventional approach to tackling the SentiMix Hindi-English challenge (uid: aditya_malte). Expand
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Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
TLDR
We present TIMEPLEX, a novel time-aware KBC method, that also automatically exploits the recurrent nature of some relations and temporal interactions between pairs of relations. Expand