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Found 9 papers, 1 papers with code
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text
For some dimensions in the context vector, we show that their activations are highly correlated with the depth of phrase structures, such as VP and NP.
Suggesting Sentences for ESL using Kernel Embeddings
This method implicitly models latent intent of query and sentences, and alleviates the problem of noisy alignment.
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting
We present a pointwise mutual information (PMI)-based approach to formalize paraphrasability and propose a variant of PMI, called MIPA, for the paraphrase acquisition.
Nonparametric Bayesian Semi-supervised Word Segmentation
This paper presents a novel hybrid generative/discriminative model of word segmentation based on nonparametric Bayesian methods.
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