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List of works by Xiao Sun

A database for emotional interactions of the elderly

A discriminative latent model for Chinese multiword expression extraction

article

A novel approach to generate a large scale of supervised data for short text sentiment analysis

An Integrative Approach to Chinese Named Entity Recognition

article

Camera-Assisted Video Saliency Prediction and Its Applications

Chinese Microblog Sentiment Classification Based on Deep Belief Nets with Extended Multi-Modality Features

scholarly article published December 2014

Chinese New Word Identification: A Latent Discriminative Model with Global Features

article

Chinese Noun Phrases Chunking: A Latent Discriminative Model with Global Features

article

Chinese base phrases chunking based on latent semi-CRF model

article

Chinese micro-blog sentiment analysis based on semantic features and PAD model

article

Chinese microblog sentiment classification based on convolution neural network with content extension method

article

Chinese microblogging emotion classification based on support vector machine

article

Detect the emotions of the public based on cascade neural network model

Detecting New Words from Chinese Text Using Latent Semi-CRF Models

Detecting influenza states based on hybrid model with personal emotional factors from social networks

article published in 2016

Detecting users’ anomalous emotion using social media for business intelligence

scholarly article by Xiao Sun et al published March 2018 in Journal of Computational Science

Dual-chain Unequal-state CRF for Chinese new word detection and POS tagging

article

Dynamic emotion modelling and anomaly detection in conversation based on emotional transition tensor

scholarly article by Xiao Sun et al published March 2019 in Information Fusion

ELM-Based Active Learning via Asymmetric Samplers: Constructing a Multi-Class Text Corpus for Emotion Classification

scientific article published in 2022

Emotional Conversation Generation Based on a Bayesian Deep Neural Network

scientific article published on 09 December 2019

Emotional Human-Machine Conversation Generation Based on Long Short-Term Memory

Emotional element detection and tendency judgment based on mixed model with deep features

Estimation of earnings manipulation in U.S. listed companies based on weighted discriminative model

Extended super function based Chinese Japanese machine translation

FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks

scientific article published on 26 October 2024

Hybrid Model Based Influenza Detection with Sentiment Analysis from Social Networks

article

Hybrid model based sentiment classification of Chinese micro-blog

article

Hypergraph Neural Network for Emotion Recognition in Conversations

scientific article published on 27 December 2023

Information-Enhanced Hierarchical Self-Attention Network for Multiturn Dialog Generation

scientific article published in 2022

Mining Semantic Orientation of Multiword Expression from Chinese Microblogging with Discriminative Latent Model

article

Mining the impact of social news on the emotions of users based on deep model

Modeling blog user for Chinese micro-blog sentiment classification with fuzzy SVM

article

Multi-strategy Based Sina Microblog Data Acquisition for Opinion Mining

Multichannel Convolutional Neural Network for Biological Relation Extraction

scientific article

Nested Template-based Model for Chinese-Japanese Machine Translation

article

New word detection and emotional tendency judgment based on mixed model

Reverse universal triple I method of (1,1,2) type for the Lukasiewicz implication

Scene Categorization Using Deeply Learned Gaze Shifting Kernel

Sentiment analysis for Chinese microblog based on deep neural networks with convolutional extension features

article

Sina microblog big data grabbing and analysis based on Multi-strategy model

Speech Data Enhancement Based on Hybrid Neural Network

Trends detection of flu based on ensemble models with emotional factors from social networks

Word Frequency Statistics Model for Chinese Base Noun Phrase Identification

article