Search Results for author: Deyuan Zhang

Found 5 papers, 1 papers with code

A Benchmark for Voice-Face Cross-Modal Matching and Retrieval

no code implementations1 Jan 2021 Chuyuan Xiong, Deyuan Zhang, Tao Liu, Xiaoyong Du, Jiankun Tian, Songyan Xue

In this paper, a baseline evaluation framework is proposed for voice-face matching and retrieval tasks.

Retrieval

Voice-Face Cross-modal Matching and Retrieval: A Benchmark

no code implementations21 Nov 2019 Chuyuan Xiong, Deyuan Zhang, Tao Liu, Xiaoyong Du

It achieves state-of-the-art performance with various performance metrics on different tasks and with high test confidence on large scale datasets, which can be taken as a baseline for the follow-up research.

Retrieval

LocalGAN: Modeling Local Distributions for Adversarial Response Generation

no code implementations25 Sep 2019 Zhen Xu, Baoxun Wang, huan zhang, Kexin Qiu, Deyuan Zhang, Chengjie Sun

This paper presents a new methodology for modeling the local semantic distribution of responses to a given query in the human-conversation corpus, and on this basis, explores a specified adversarial learning mechanism for training Neural Response Generation (NRG) models to build conversational agents.

Response Generation

Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews

1 code implementation27 Dec 2015 Bofang Li, Tao Liu, Xiaoyong Du, Deyuan Zhang, Zhe Zhao

Many document embeddings methods have been proposed to capture semantics, but they still can't outperform bag-of-ngram based methods on this task.

General Classification Sentiment Analysis +1

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