10 citations · 10 across the 1 of their papers we have counts for
4 papers
An Interpretable Knowledge Transfer Model for Knowledge Base Completion
Qizhe Xie, Xuezhe Ma, Zihang Dai +1
Knowledge bases are important resources for a variety of natural language processing tasks but suffer from incompleteness. We propose a novel embedding model, \emph{ITransF}, to pe…
Unsupervised Ranking Model for Entity Coreference Resolution
Xuezhe Ma, Zhengzhong Liu, Eduard Hovy
Coreference resolution is one of the first stages in deep language understanding and its importance has been well recognized in the natural language processing community. In this p…
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma, Eduard Hovy
State-of-the-art sequence labeling systems traditionally require large amounts of task-specific knowledge in the form of hand-crafted features and data pre-processing. In this pape…
Probabilistic Models for High-Order Projective Dependency Parsing
Xuezhe Ma, Hai Zhao
This paper presents generalized probabilistic models for high-order projective dependency parsing and an algorithmic framework for learning these statistical models involving depen…