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Indiana University
- Indianapolis, IN
- www.linkedin.com/in/niloytalukder
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Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
TensorFlow code and pre-trained models for BERT
Generalized Specialization of Distributional Embeddings for Lexical Entailment (that is, Hypernymy, is-a relation)
Code from the paper "Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity"
Hierarchical Embeddings for Hypernymy Detection and Directionality
Repository for ACL 2020 Paper: "It Takes Two to Lie: One to Lie, and One to Listen"
Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882
Order-Embeddings for WordNet completion
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning
Capturing Set-Theoretic Semantics of Words using Box Embeddings