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20102021
most citedA Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network

892 citations · 2.3k across the 60 of their papers we have counts for

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cs.IR2010

Probabilistic Models over Ordered Partitions with Application in Learning to Rank

Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh

This paper addresses the general problem of modelling and learning rank data with ties. We propose a probabilistic generative model, that models the process as permutations over pa…

stat.ML2010★ 23 cited

Hierarchical Semi-Markov Conditional Random Fields for Recursive Sequential Data

Tran The Truyen, Dinh Q. Phung, Hung H. Bui +1

Inspired by the hierarchical hidden Markov models (HHMM), we present the hierarchical semi-Markov conditional random field (HSCRF), a generalisation of embedded undirectedMarkov ch…