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04/27/2022
A Task Programming Implementation for the Particle in Cell Code Smilei
An implementation of the electromagnetic Particle in Cell loop in the co...
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02/27/2021
Detecting Abusive Language on Online Platforms: A Critical Analysis
Abusive language on online platforms is a major societal problem, often ...
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08/28/2018
Interpretation of Natural Language Rules in Conversational Machine Reading
Most work in machine reading focuses on question answering problems wher...
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09/17/2017
On Inductive Abilities of Latent Factor Models for Relational Learning
Latent factor models are increasingly popular for modeling multi-relatio...
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02/22/2017
Knowledge Graph Completion via Complex Tensor Factorization
In statistical relational learning, knowledge graph completion deals wit...
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10/12/2016
SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods
In this paper, we introduce the task of targeted aspect-based sentiment ...
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06/20/2016
Complex Embeddings for Simple Link Prediction
In statistical relational learning, the link prediction problem is key t...
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04/20/2016
A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion
Embedding-based Knowledge Base Completion models have so far mostly comb...
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06/30/2015
Online Learning to Sample
Stochastic Gradient Descent (SGD) is one of the most widely used techniq...
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06/19/2015
Approximate Inference with the Variational Holder Bound
We introduce the Variational Holder (VH) bound as an alternative to Vari...
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12/20/2013
Group-sparse Embeddings in Collective Matrix Factorization
CMF is a technique for simultaneously learning low-rank representations ...
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07/03/2012