Soumen Chakrabarti

Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings

2019

Given a small corpus D T pertaining to a limited set of focused topics, our goal is to train embeddings that accurately capture the sense of words in the topic in spite of the limited …

Multilingual Knowledge Graph Completion with Joint Relation and Entity\n Alignment

2021 · arXiv (Cornell University)

Knowledge Graph Completion (KGC) predicts missing facts in an incomplete\nKnowledge Graph. Almost all of existing KGC research is applicable to only one\nKG at a time, and in one language only. However, different language speakers\nmay maintain …