Min Yang

Alexandros Karatzoglou

Li Shen

Xiaoyan Zhao

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Dual Pseudo Supervision for Semi-Supervised Text Classification with a Reliable Teacher.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Item-Provider Co-learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Self-Distillation with Meta Learning for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing.

[BibT_eX]

[DOI]

Zeyi Zhong

Ruifeng Xu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Dependency-aware Prototype Learning for Few-shot Relation Classification.

[BibT_eX]

[DOI]

Tianshu Yu

Xiaoyan Zhao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

An Effective Hybrid Learning Model for Real-Time Event Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Hierarchical Human-Like Deep Neural Networks for Abstractive Text Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Multitask Learning and Reinforcement Learning for Personalized Dialog Generation: An Empirical Study.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Modeling Relation Paths for Knowledge Graph Completion.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Improving Cross-Modal Image-Text Retrieval With Teacher-Student Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Multi-Turn Video Question Generation via Reinforced Multi-Choice Attention Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Protein Complexes Detection Based on Semi-Supervised Network Embedding Model.

[BibT_eX]

[DOI]

Zetao Zheng

Changqin Huang

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Neural Attentive Network for Cross-Domain Aspect-Level Sentiment Classification.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2021

Selection of diverse features with a diverse regularization.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Empirical evaluation of multi-task learning in deep neural networks for natural language processing.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Retrieval-enhanced adversarial training with dynamic memory-augmented attention for image paragraph captioning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Multi-goal multi-agent learning for task-oriented dialogue with bidirectional teacher-student learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Multi-view group representation learning for location-aware group recommendation.

[BibT_eX]

[DOI]

Ziyu Lyu

Hui Li

Inf. Sci., 2021

Toward Aspect-Level Sentiment Modification Without Parallel Data.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing.

[BibT_eX]

[DOI]

CoRR, 2021

A Chinese Multi-type Complex Questions Answering Dataset over Wikidata.

[BibT_eX]

[DOI]

CoRR, 2021

Enhancing Top-N Item Recommendations by Peer Collaboration.

[BibT_eX]

[DOI]

Yang Sun

Fajie Yuan

Alexandros Karatzoglou

Shen Li

Xiaoyan Zhao

CoRR, 2021

Scene-adaptive Knowledge Distillation for Sequential Recommendation via Differentiable Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2021

A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Target-adaptive Graph for Cross-target Stance Detection.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Abstractive Text Summarization with Hierarchical Multi-scale Abstraction Modeling and Dynamic Memory.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Accelerating Neural Architecture Search for Natural Language Processing with Knowledge Distillation and Earth Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Multi-Modal Sarcasm Detection with Interactive In-Modal and Cross-Modal Graphs.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Progressive Self-Training with Discriminator for Aspect Term Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

CLC-RS: A Chinese Legal Case Retrieval System with Masked Language Ranking.

[BibT_eX]

[DOI]

Jieke Li

Chengming Li

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021

Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

An Ensemble of Generation- and Retrieval-Based Image Captioning With Dual Generator Generative Adversarial Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Leveraging Long and Short-Term Information in Content-Aware Movie Recommendation via Adversarial Training.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

An Advanced Deep Generative Framework for Temporal Link Prediction in Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answering.

[BibT_eX]

[DOI]

Neural Networks, 2020

Cross-domain aspect/sentiment-aware abstractive review summarization by combining topic modeling and deep reinforcement learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Path-based reasoning with constrained type attention for knowledge graph completion.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Generative adversarial fusion network for class imbalance credit scoring.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Interactive knowledge-enhanced attention network for answer selection.

[BibT_eX]

[DOI]

Weiyi Huang

Qiang Qu

Neural Comput. Appl., 2020

Topic discovery by spectral decomposition and clustering with coordinated global and local contexts.

[BibT_eX]

[DOI]

Jian Wang

Kejing He

Int. J. Mach. Learn. Cybern., 2020

Plausibility-promoting generative adversarial network for abstractive text summarization with multi-task constraint.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Reachability preserving compression for dynamic graph.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Abstractive meeting summarization by hierarchical adaptive segmental network learning with multiple revising steps.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Tag recommendation by text classification with attention-based capsule network.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Time-driven feature-aware jointly deep reinforcement learning for financial signal representation and algorithmic trading.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

A semi-supervised model for knowledge graph embedding.

[BibT_eX]

[DOI]

Zetao Zheng

Yong Tang

Data Min. Knowl. Discov., 2020

StackRec: Efficient Training of Very Deep Sequential Recommender Models by Layer Stacking.

[BibT_eX]

[DOI]

CoRR, 2020

Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

A Generic Network Compression Framework for Sequential Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Overview of the NLPCC 2020 Shared Task: Multi-Aspect-Based Multi-Sentiment Analysis (MAMS).

[BibT_eX]

[DOI]

Lei Chen

Ruifeng Xu

Proceedings of the Natural Language Processing and Chinese Computing, 2020

AILA: A Question Answering System in the Legal Domain.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Attentive User-Engaged Adversarial Neural Network for Community Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Convolutional Hierarchical Attention Network for Query-Focused Video Summarization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Multiple Data Augmentation Strategies for Improving Performance on Automatic Short Answer Scoring.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Interactive Dual Generative Adversarial Networks for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

MARES: multitask learning algorithm for Web-scale real-time event summarization.

[BibT_eX]

[DOI]

World Wide Web, 2019

Multitask Learning for Cross-Domain Image Captioning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Subspace Weighting Co-Clustering of Gene Expression Data.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Investigating the transferring capability of capsule networks for text classification.

[BibT_eX]

[DOI]

Neural Networks, 2019

Hierarchical human-like strategy for aspect-level sentiment classification with sentiment linguistic knowledge and reinforcement learning.

[BibT_eX]

[DOI]

Neural Networks, 2019

Out-domain Chinese new word detection with statistics-based character embedding.

[BibT_eX]

[DOI]

Nat. Lang. Eng., 2019

An efficient automatic multiple objectives optimization feature selection strategy for internet text classification.

[BibT_eX]

[DOI]

Junyu Luo

Int. J. Mach. Learn. Cybern., 2019

Advanced community question answering by leveraging external knowledge and multi-task learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation.

[BibT_eX]

[DOI]

J. Medical Syst., 2019

KMR: knowledge-oriented medicine representation learning for drug-drug interaction and similarity computation.

[BibT_eX]

[DOI]

J. Cheminformatics, 2019

Context-based prediction for road traffic state using trajectory pattern mining and recurrent convolutional neural networks.

[BibT_eX]

[DOI]

Changqin Huang

Inf. Sci., 2019

Discovering author interest evolution in order-sensitive and Semantic-aware topic modeling.

[BibT_eX]

[DOI]

Inf. Sci., 2019

An in-depth study of similarity predicate committee.

[BibT_eX]

[DOI]

Zeyang Lei

Ying Shen

Inf. Process. Manag., 2019

Contextual-boosted deep neural collaborative filtering model for interpretable recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, 2019

Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier.

[BibT_eX]

[DOI]

BMC Bioinform., 2019

Abstractive Meeting Summarization via Hierarchical Adaptive Segmental Network Learning.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

NAIRS: A Neural Attentive Interpretable Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Answer-enhanced Path-aware Relation Detection over Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Path-based Attribute-aware Representation Learning for Relation Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Detecting Malicious Domains with Behavioral Modeling and Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Reading Like HER: Human Reading Inspired Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Unified Generation-Retrieval Framework for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Cross-modal Image-Text Retrieval with Multitask Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Knowledge-aware Textual Entailment with Graph Attention Network.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Exploring Human-Like Reading Strategy for Abstractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning Document Embeddings with Crossword Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Multi-Task Learning Framework for Abstractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Activity Recommendation with Partners.

[BibT_eX]

[DOI]

ACM Trans. Web, 2018

PurTreeClust: A Clustering Algorithm for Customer Segmentation from Massive Customer Transaction Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

TWCC: Automated Two-way Subspace Weighting Partitional Co-Clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Personalized response generation by Dual-learning based domain adaptation.

[BibT_eX]

[DOI]

Neural Networks, 2018

Task-oriented keyphrase extraction from social media.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

CBN: Constructing a clinical Bayesian network based on data from the electronic medical record.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2018

A novel approach for entity resolution in scientific documents using context graphs.

[BibT_eX]

[DOI]

Qintai Hu

Inf. Sci., 2018

Investment recommendation by discovering high-quality opinions in investor based social networks.

[BibT_eX]

[DOI]

Inf. Syst., 2018

Feature-enhanced attention network for target-dependent sentiment classification.

[BibT_eX]

[DOI]

Neurocomputing, 2018

A Topic Drift Model for authorship attribution.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Dial2Desc: End-to-end Dialogue Description Generation.

[BibT_eX]

[DOI]

CoRR, 2018

Textually Guided Ranking Network for Attentional Image Retweet Modeling.

[BibT_eX]

[DOI]

CoRR, 2018

EAPB: entropy-aware path-based metric for ontology quality.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2018

An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2018

Cross-Domain Sentiment Classification by Capsule Network With Semantic Rules.

[BibT_eX]

[DOI]

IEEE Access, 2018

Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction.

[BibT_eX]

[DOI]

IEEE Access, 2018

Understanding User Behavior in Sina Weibo Online Social Network: A Community Approach.

[BibT_eX]

[DOI]

IEEE Access, 2018

Supervised Feature Selection With a Stratified Feature Weighting Method.

[BibT_eX]

[DOI]

IEEE Access, 2018

Multi-task Learning for Author Profiling with Hierarchical Features.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Ontology Evaluation with Path-based Text-aware Entropy Computation.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

SAAN: A Sentiment-Aware Attention Network for Sentiment Analysis.

[BibT_eX]

[DOI]

Zeyang Lei

Yujiu Yang

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Spectral Clustering of Large-scale Data by Directly Solving Normalized Cut.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Improving automatic source code summarization via deep reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

A Multi-task Learning Approach for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Facial expression recognition with deep learning.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Investigating Capsule Networks with Dynamic Routing for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Aspect and Sentiment Aware Abstractive Review Summarization.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Cooperative Denoising for Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Cross-domain Aspect/Sentiment-aware Abstractive Review Summarization.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A Semi-Supervised Network Embedding Model for Protein Complexes Detection.

[BibT_eX]

[DOI]

Xiaojun Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Generative Adversarial Network for Abstractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Sentiment Lexicon Enhanced Attention-Based LSTM for Sentiment Classification.

[BibT_eX]

[DOI]

Zeyang Lei

Yujiu Yang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Leveraging Long and Short-term Information in Content-aware Movie Recommendation.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Max-Margin GeoSocial Multimedia Network Representations for Point-of-Interest Suggestion.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Personalized Response Generation via Domain adaptation.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Relevant Fact Selection for QA via Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2017

A Novel Approach for Adverse Events Detection.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Knowledge Discovery in Healthcare Data Co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

Scalable Normalized Cut with Improved Spectral Rotation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Dual Learning for Cross-domain Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Integrating Side Information for Boosting Machine Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Authorship Attribution with Topic Drift Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Attention Based LSTM for Target Dependent Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Detecting Review Spammer Groups.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Discovering Author Interest Evolution in Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Investment Recommendation using Investor Opinions in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Interest Profiling for Security Monitoring and Forensic Investigation.

[BibT_eX]

[DOI]

Fei Xu

Kam-Pui Chow

Proceedings of the Information Security and Privacy - 21st Australasian Conference, 2016

2015

Activity-Partner Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Real-time Detection and Sorting of News on Microblogging Platforms.

[BibT_eX]

[DOI]

Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation, 2015

LCCT: A Semi-supervised Model for Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

An Information Extraction Framework for Digital Forensic Investigations.

[BibT_eX]

[DOI]

Kam-Pui Chow

Proceedings of the Advances in Digital Forensics XI, 2015

Ordering-Sensitive and Semantic-Aware Topic Modeling.

[BibT_eX]

[DOI]