Search Results for author: Lipeng Zhang

Found 3 papers, 3 papers with code

A Generalized Language Model in Tensor Space

1 code implementation31 Jan 2019 Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song

Theoretically, we prove that such tensor representation is a generalization of the n-gram language model.

Language Modelling Tensor Decomposition +1

A Quantum Many-body Wave Function Inspired Language Modeling Approach

1 code implementation28 Aug 2018 Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song

The recently proposed quantum language model (QLM) aimed at a principled approach to modeling term dependency by applying the quantum probability theory.

Language Modelling Question Answering +2

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis

1 code implementation COLING 2018 Shuqin Gu, Lipeng Zhang, Yuexian Hou, Yin Song

PBAN not only concentrates on the position information of aspect terms, but also mutually models the relation between aspect term and sentence by employing bidirectional attention mechanism.

Aspect-Based Sentiment Analysis (ABSA) Feature Engineering +2

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