Team\_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data

no code implementations • SEMEVAL 2020 • Aditya Malte, Pratik Bhavsar, Sushant Rathi

Code-mixing is an interesting phenomenon where the speaker switches between two or more languages in the same text.

Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols

1 code implementation • EMNLP 2020 • Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti

Temporal knowledge bases associate relational (s, r, o) triples with a set of times (or a single time instant) when the relation is valid.

Knowledge Base Completion Link Prediction +4

Knowledge Base Completion: Baseline strikes back (Again)

1 code implementation • 2 May 2020 • Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti

Most existing methods train with a small number of negative samples for each positive instance in these datasets to save computational costs.

Knowledge Base Completion Knowledge Base Population +2