Search Results for author: Sharmistha Jat

Found 7 papers, 3 papers with code

Zero-shot Word Sense Disambiguation using Sense Definition Embeddings

1 code implementation ACL 2019 Sawan Kumar, Sharmistha Jat, Karan Saxena, Partha Talukdar

To overcome this challenge, we propose Extended WSD Incorporating Sense Embeddings (EWISE), a supervised model to perform WSD by predicting over a continuous sense embedding space as opposed to a discrete label space.

Generalized Zero-Shot Learning Knowledge Graph Embedding +2

Relating Simple Sentence Representations in Deep Neural Networks and the Brain

1 code implementation ACL 2019 Sharmistha Jat, Hao Tang, Partha Talukdar, Tom Mitchell

To the best of our knowledge, this is the first work showing that the MEG brain recording when reading a word in a sentence can be used to distinguish earlier words in the sentence.

Sentence

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