word embeddings

"A Passage to India": Pre-trained Word Embeddings for Indian Languages

Recommendation Chart of Domains for Cross-Domain Sentiment Analysis: Findings of A 20 Domain Study

Strategies of Effective Digitization of Commentaries and Sub-commentaries: Towards the Construction of Textual History

"Keep Your Dimensions on a Leash": True Cognate Detection using Siamese Deep Neural Networks

Automatic Cognate Detection helps NLP tasks of Machine Translation, Information Retrieval, and Phylogenetics. Cognate words are defined as word pairs across languages which exhibit partial or full lexical similarity and mean the same (e.g., …

Harnessing Deep Cross-lingual Word Embeddings to Infer Accurate Phylogenetic Trees

Establishing language relatedness by inferring phylogenetic trees has been a topic of interest in the area of diachronic linguistics. However, existing methods face meaning conflation deficiency due to the usage of lexical similarity-based measures. …

Utilizing Word Embeddings based Features for Phylogenetic Tree Generation of Sanskrit Texts

Tracing the root of a text i.e., the original version of the text, by inferring phylogenetic trees has been a topic of interest in philological studies. However, existing methods face meaning conflation deficiency due to the usage of lexical …