51 citations · 317 across the 32 of their papers we have counts for
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cs.CL2018
A Quantum Many-body Wave Function Inspired Language Modeling Approach
Peng Zhang, Zhan Su, Lipeng Zhang +2
The recently proposed quantum language model (QLM) aimed at a principled approach to modeling term dependency by applying the quantum probability theory. The latest development for…
cs.CL2018
Quantum-inspired Complex Word Embedding
Qiuchi Li, Sagar Uprety, Benyou Wang +1
A challenging task for word embeddings is to capture the emergent meaning or polarity of a combination of individual words. For example, existing approaches in word embeddings will…
cs.CL2018
TextZoo, a New Benchmark for Reconsidering Text Classification
Benyou Wang, Li Wang, Qikang Wei +1
Text representation is a fundamental concern in Natural Language Processing, especially in text classification. Recently, many neural network approaches with delicate representatio…