Yi Cai

Affiliations:
  • South China University of Technology, School of Software Engineering, China
  • South China University of Technology, Key Laboratory of Big Data and Intelligent Robot, China
  • City University of Hong Kong, Department of Computer Science, China (2009 - 2011)
  • Chinese University of Hong Kong, Department of Computer Science, China (PhD 2009)


According to our database1, Yi Cai authored at least 138 papers between 2008 and 2022.

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Bibliography

2022
Image Difference Captioning With Instance-Level Fine-Grained Feature Representation.
IEEE Trans. Multim., 2022

Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

SSAP: Storylines and Sentiment Aware Pre-Trained Model for Story Ending Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Mitigating Contradictions in Dialogue Based on Contrastive Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning.
IEEE Trans. Multim., 2021

Enhancing Recommender Systems With a Stimulus-Evoked Curiosity Mechanism.
IEEE Trans. Knowl. Data Eng., 2021

A Multi-Agent Communication Based Model for Nested Named Entity Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

A Q-values Sharing Framework for Multi-agent Reinforcement Learning under Budget Constraint.
ACM Trans. Auton. Adapt. Syst., 2021

Unsupervised cross-domain named entity recognition using entity-aware adversarial training.
Neural Networks, 2021

A conversational model for eliciting new chatting topics in open-domain conversation.
Neural Networks, 2021

Candidate region aware nested named entity recognition.
Neural Networks, 2021

Topic-level knowledge sub-graphs for multi-turn dialogue generation.
Knowl. Based Syst., 2021

On entropy-based term weighting schemes for text categorization.
Knowl. Inf. Syst., 2021

Incorporating sentimental trend into gated mechanism based transformer network for story ending generation.
Neurocomputing, 2021

Enhancing skill prediction through generalising Bayesian knowledge tracing.
Int. J. Mob. Learn. Organisation, 2021

Learning Large-scale Network Embedding from Representative Subgraph.
CoRR, 2021

Multiple Objects-Aware Visual Question Generation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Scene Graph with 3D Information for Change Captioning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Fast Extraction of Word Embedding from Q-contexts.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Sparse Biterm Topic Model for Short Texts.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

PARROT: An Adaptive Online Shopping Guidance System.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Standard-Oriented Standard Knowledge Graph Construction and Applications System.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Learning Refined Features for Open-World Text Classification.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

SardineDB: A Distributed Database on the Edge of the Network.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Difficulty-Controllable Visual Question Generation.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

IgSEG: Image-guided Story Ending Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Double Phases Generation Network for Yes or No Question Generation (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Combining weighted category-aware contextual information in convolutional neural networks for text classification.
World Wide Web, 2020

Knowledge discovery and management on online social networks and media.
Web Intell., 2020

A hybrid representation-based simile component extraction.
Neural Comput. Appl., 2020

Recurrent neural network with pooling operation and attention mechanism for sentiment analysis: A multi-task learning approach.
Knowl. Based Syst., 2020

Incorporating context-relevant concepts into convolutional neural networks for short text classification.
Neurocomputing, 2020

Improving aspect-based sentiment analysis via aligning aspect embedding.
Neurocomputing, 2020

A Q-values Sharing Framework for Multiagent Reinforcement Learning under Budget Constraint.
CoRR, 2020

Variable Convolution and Pooling Convolutional Neural Network for Text Sentiment Classification.
IEEE Access, 2020

Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Task-oriented Domain-specific Meta-Embedding for Text Classification.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Incorporating Concept Information into Term Weighting Schemes for Topic Models.
Proceedings of the Database Systems for Advanced Applications, 2020

Two-Level Convolutional Neural Network for Aspect Extraction.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2020 International Workshops, 2020

Incorporating Boundary and Category Feature for Nested Named Entity Recognition.
Proceedings of the Database Systems for Advanced Applications, 2020

Controllable Abstractive Sentence Summarization with Guiding Entities.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Learning by Reusing Previous Advice in Teacher-Student Paradigm.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Aligned Dual Channel Graph Convolutional Network for Visual Question Answering.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Top K representative: a method to select representative samples based on K nearest neighbors.
Int. J. Mach. Learn. Cybern., 2019

A hybrid model for opinion mining based on domain sentiment dictionary.
Int. J. Mach. Learn. Cybern., 2019

ITWF: A framework to apply term weighting schemes in topic model.
Neurocomputing, 2019

A multi-encoder neural conversation model.
Neurocomputing, 2019

Special Issue of APWeb-WAIM 2018.
Data Sci. Eng., 2019

Temporal event searches based on event maps and relationships.
Appl. Soft Comput., 2019

Combining Part-of-Speech Tags and Self-Attention Mechanism for Simile Recognition.
IEEE Access, 2019

Solving Chinese Character Puzzles Based on Character Strokes.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Deep Multi-task Learning with Cross Connected Layer for Slot Filling.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

A Distant Supervised Relation Extraction Model with Two Denoising Strategies.
Proceedings of the International Joint Conference on Neural Networks, 2019

A Boundary-aware Neural Model for Nested Named Entity Recognition.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Weighted Word Embedding Model for Text Classification.
Proceedings of the Database Systems for Advanced Applications, 2019

Incorporating Task-Oriented Representation in Text Classification.
Proceedings of the Database Systems for Advanced Applications, 2019

Detecting Basic Level Categories by Term Weighting and Feature Entropy.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

A Q-values Sharing Framework for Multiple Independent Q-learners.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Weighted N-grams CNN for Text Classification.
Proceedings of the Information Retrieval Technology, 2019

Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Improving user recommendation by extracting social topics and interest topics of users in uni-directional social networks.
Knowl. Based Syst., 2018

Leveraging Distrust Relations to Improve Bayesian Personalized Ranking.
Inf., 2018

Improving Item Ranking by Leveraging Dual Roles Influence.
IEEE Access, 2018

Combining Contextual Information by Self-attention Mechanism in Convolutional Neural Networks for Text Classification.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Assessment Framework of English Language Proficiency for Talent Seeking Platforms at Pearl River Delta Region.
Proceedings of the Emerging Technologies for Education - Third International Symposium, 2018

Genetic Learning Particle Swarm Optimization with Diverse Selection.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Top-N Trustee Recommendation with Binary User Trust Feedback.
Proceedings of the Database Systems for Advanced Applications, 2018

Improving Short Text Modeling by Two-Level Attention Networks for Sentiment Classification.
Proceedings of the Database Systems for Advanced Applications, 2018

A Clustering Based Adaptive Sequence-to-Sequence Model for Dialogue Systems.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017
Integrating User Reviews and Ratings for Enhanced Personalized Searching.
Int. J. Distance Educ. Technol., 2017

The dynamics of reinforcement social learning in networked cooperative multiagent systems.
Eng. Appl. Artif. Intell., 2017

Combining Local and Global Features in Supervised Word Sense Disambiguation.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

UIS-LDA: a user recommendation based on social connections and interests of users in uni-directional social networks.
Proceedings of the International Conference on Web Intelligence, 2017

A Text Clustering Algorithm to Detect Basic Level Categories in Texts.
Proceedings of the Advances in Web-Based Learning - ICWL 2017, 2017

WeiboFinder: A Topic-Based Chinese Word Finding and Learning System.
Proceedings of the Advances in Web-Based Learning - ICWL 2017, 2017

Wikipedia Based Short Text Classification Method.
Proceedings of the Database Systems for Advanced Applications, 2017

Accelerating Convolutional Neural Networks Using Fine-Tuned Backpropagation Progress.
Proceedings of the Database Systems for Advanced Applications, 2017

A new samples selecting method based on K nearest neighbors.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
A topic-based sentiment analysis model to predict stock market price movement using Weibo mood.
Web Intell., 2016

Empirical analysis: stock market prediction via extreme learning machine.
Neural Comput. Appl., 2016

Personalized search for social media via dominating verbal context.
Neurocomputing, 2016

Folksonomy-based personalized search by hybrid user profiles in multiple levels.
Neurocomputing, 2016

Context-aware ontologies generation with basic level concepts from collaborative tags.
Neurocomputing, 2016

Improved Automatic Keyword Extraction Given More Semantic Knowledge.
Proceedings of the Database Systems for Advanced Applications, 2016

Generating Computational Taxonomy for Business Models of the Digital Economy.
Proceedings of the Database Systems for Advanced Applications, 2016

A Highly Effective Hybrid Model for Sentence Categorization.
Proceedings of the Database Systems for Advanced Applications, 2016

Weibo Mood Towards Stock Market.
Proceedings of the Database Systems for Advanced Applications, 2016

Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation.
Proceedings of the COLING 2016, 2016

2015
An opinion mining framework for Cantonese reviews.
J. Ambient Intell. Humaniz. Comput., 2015

Exploring Reviews and Ratings on Reviews for Personalized Search.
Proceedings of the Current Developments in Web Based Learning, 2015

Entropy-Based Term Weighting Schemes for Text Categorization in VSM.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Personalized User Value Model and Its Application.
Proceedings of the Database Systems for Advanced Applications, 2015

Integrating Opinion Leader and User Preference for Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2015

A Collaborative Filtering Model for Personalized Retweeting Prediction.
Proceedings of the Database Systems for Advanced Applications, 2015

Entity Relation Mining in Large-Scale Data.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
Typicality-Based Collaborative Filtering Recommendation.
IEEE Trans. Knowl. Data Eng., 2014

Community-aware user profile enrichment in folksonomy.
Neural Networks, 2014

Exploring personalized searches using tag-based user profiles and resource profiles in folksonomy.
Neural Networks, 2014

Product aspect extraction supervised with online domain knowledge.
Knowl. Based Syst., 2014

Tag-Group Based User Profiling for Personalized Search in Folksonomies.
IEICE Trans. Inf. Syst., 2014

Object typicality for effective Web of Things recommendations.
Decis. Support Syst., 2014

Mining Latent User Community for Tag-Based and Content-Based Search in Social Media.
Comput. J., 2014

Networked Reinforcement Social Learning towards Coordination in Cooperative Multiagent Systems.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013
An Adaptive Particle Swarm Optimization Algorithm for Distributed Search and Collective Cleanup in Complex Environment.
Int. J. Distributed Sens. Networks, 2013

A modified particle swarm optimization algorithm for distributed search and collective cleanup.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013

Exploring Set Recommendation from a Financial Perspective.
Proceedings of the Advances in Conceptual Modeling, 2013

Explore Social Question and Answer System Based on Relationships in Social Network.
Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

Sentiment Analysis for Cantonese Opinion Mining.
Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

Product Feature Summarization by Incorporating Domain Information.
Proceedings of the Database Systems for Advanced Applications, 2013

Event Relationship Analysis for Temporal Event Search.
Proceedings of the Database Systems for Advanced Applications, 2013

2012
Community-Aware Resource Profiling for Personalized Search in Folksonomy.
J. Comput. Sci. Technol., 2012

Answering Typicality Query Based on Automatically Prototype Construction.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Integrating Tags and Ratings Into User Profiling for Personalized Search in Collaborative Tagging Systems.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Improving Recommendation Based on Features' Co-occurrence Effects in Collaborative Tagging Systems.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

2011
Formalizing object membership in fuzzy ontology with property importance and property priority.
Proceedings of the FUZZ-IEEE 2011, 2011

Exploring Folksonomy and Cooking Procedures to Boost Cooking Recipe Recommendation.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010
Generating ontologies with basic level concepts from folksonomies.
Proceedings of the International Conference on Computational Science, 2010

Personalized Resource Search by Tag-Based User Profile and Resource Profile.
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

Semantic Grounding of Hybridization for Tag Recommendation.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Context-Aware Basic Level Concepts Detection in Folksonomies.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

A Fuzzy Description Logic with Automatic Object Membership Measurement.
Proceedings of the Knowledge Science, 2010

TyCo: Towards Typicality-based Collaborative Filtering Recommendation.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

An Unsupervised Method of Exploring Ontologies from Folksonomies.
Proceedings of the Prodeedings of the 2010 International Conference on Computational Science and Its Applications, 2010

Recommendation based on object typicality.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Personalized search by tag-based user profile and resource profile in collaborative tagging systems.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2008
Formalizing Object Typicality in Context-Aware Ontology.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Multi-Prototype Concept and Object Typicality in Ontology.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

A Formal Model of Fuzzy Ontology with Property Hierarchy and Object Membership.
Proceedings of the Conceptual Modeling, 2008


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