62 citations · 266 across the 19 of their papers we have counts for
4 papers · 1 filter
Domain Adaptation for Named Entity Recognition in Online Media with Word Embeddings
Vivek Kulkarni, Yashar Mehdad, Troy Chevalier
Content on the Internet is heterogeneous and arises from various domains like News, Entertainment, Finance and Technology. Understanding such content requires identifying named ent…
On the Convergent Properties of Word Embedding Methods
Yingtao Tian, Vivek Kulkarni, Bryan Perozzi +1
Do word embeddings converge to learn similar things over different initializations? How repeatable are experiments with word embeddings? Are all word embedding techniques equally r…
Theano: A Python framework for fast computation of mathematical expressions
The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110
Theano is a Python library that allows to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Since its introduction, it has bee…
Don't Walk, Skip! Online Learning of Multi-scale Network Embeddings
Bryan Perozzi, Vivek Kulkarni, Haochen Chen +1
We present Walklets, a novel approach for learning multiscale representations of vertices in a network. In contrast to previous works, these representations explicitly encode multi…