activity
20152022
most citedStructured Memory for Neural Turing Machines

9 citations · 18 across the 6 of their papers we have counts for

collaborators

6 papers

cs.SD2022

Singing Voice Synthesis with Vibrato Modeling and Latent Energy Representation

Yingjie Song, Wei Song, Wei Zhang +4

This paper proposes an expressive singing voice synthesis system by introducing explicit vibrato modeling and latent energy representation. Vibrato is essential to the naturalness…

cs.CL2020

Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning

Wei Zhang, Murray Campbell, Yang Yu +1

Human judgments of word similarity have been a popular method of evaluating the quality of word embedding. But it fails to measure the geometry properties such as asymmetry. For ex…

cs.AI2018★ 3 cited

Knowledge Base Relation Detection via Multi-View Matching

Yang Yu, Kazi Saidul Hasan, Mo Yu +2

Relation detection is a core component for Knowledge Base Question Answering (KBQA). In this paper, we propose a KB relation detection model via multi-view matching which utilizes…

cs.CL2015★ 6 cited

Empirical Study on Deep Learning Models for Question Answering

Yang Yu, Wei Zhang, Chung-Wei Hang +2

In this paper we explore deep learning models with memory component or attention mechanism for question answering task. We combine and compare three models, Neural Machine Translat…

cs.AI2015★ 9 cited

Structured Memory for Neural Turing Machines

Wei Zhang, Yang Yu, Bowen Zhou

Neural Turing Machines (NTM) contain memory component that simulates "working memory" in the brain to store and retrieve information to ease simple algorithms learning. So far, onl…

cs.CL2015

Recognizing Extended Spatiotemporal Expressions by Actively Trained Average Perceptron Ensembles

Wei Zhang, Yang Yu, Osho Gupta +1

Precise geocoding and time normalization for text requires that location and time phrases be identified. Many state-of-the-art geoparsers and temporal parsers suffer from low recal…