Liang Yang

Orcid: 0000-0002-5557-7515

Affiliations:
  • Dalian University of Technology, Department of Computer Science and Technology, China


According to our database1, Liang Yang authored at least 105 papers between 2012 and 2024.

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Bibliography

2024
Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation.
IEEE Trans. Knowl. Data Eng., April, 2024

COSMIC: Music emotion recognition combining structure analysis and modal interaction.
Multim. Tools Appl., February, 2024

Detect Sarcasm and Humor Jointly by Neural Multi-Task Learning.
IEEE Access, 2024

2023
Finding hate speech with auxiliary emotion detection from self-training multi-label learning perspective.
Inf. Fusion, August, 2023

TPoet: Topic-Enhanced Chinese Poetry Generation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., June, 2023

Multi-perspective respondent representations for answer ranking in community question answering.
Inf. Sci., May, 2023

CCPC: A Hierarchical Chinese Corpus for Patronizing and Condescending Language Detection.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

More Than Simply Masking: Exploring Pre-training Strategies for Symbolic Music Understanding.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Computational personality: a survey.
Soft Comput., 2022

Heterogeneous information network embedding based on multiperspective metapath for question routing.
Knowl. Based Syst., 2022

Dual constraints and adversarial learning for fair recommenders.
Knowl. Based Syst., 2022

Manifold biomedical text sentence embedding.
Neurocomputing, 2022

Multi-hop interactive attention based classification network for expert recommendation.
Neurocomputing, 2022

Global and local interaction matching model for knowledge-grounded response selection in retrieval-based chatbots.
Neurocomputing, 2022

Cognitive Knowledge-aware Social Recommendation via Group-enhanced Ranking Model.
Cogn. Comput., 2022

Self-supervised learning for fair recommender systems.
Appl. Soft Comput., 2022

An attention network via pronunciation, lexicon and syntax for humor recognition.
Appl. Intell., 2022

Price DOES Matter!: Modeling Price and Interest Preferences in Session-based Recommendation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Multi-task Hierarchical Cross-Attention Network for Multi-label Text Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

Memeplate: A Chinese Multimodal Dataset for Humor Understanding in Meme Templates.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

A Position-Aware Word-Level and Clause-Level Attention Network for Emotion Cause Recognition.
Proceedings of the Information Retrieval - 28th China Conference, 2022

2021
ABML: attention-based multi-task learning for jointly humor recognition and pun detection.
Soft Comput., 2021

Emotion cause detection with enhanced-representation attention convolutional-context network.
Soft Comput., 2021

Learning to capture contrast in sarcasm with contextual dual-view attention network.
Int. J. Mach. Learn. Cybern., 2021

Adversarial neural network with sentiment-aware attention for detecting adverse drug reactions.
J. Biomed. Informatics, 2021

Dual Part-pooling Attentive Networks for Session-based Recommendation.
Neurocomputing, 2021

Hyperspectral image classification with discriminative manifold broad learning system.
Neurocomputing, 2021

Metaphor Recognition and Analysis via Data Augmentation.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

MUMOR: A Multimodal Dataset for Humor Detection in Conversations.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Context-Aware and Data-Augmented Transformer for Interactive Argument Pair Identification.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Senti-BSAS: A BERT-based Classification Model with Sentiment Calculating for Happiness Research.
Proceedings of the ICCAI '21: 2021 7th International Conference on Computing and Artificial Intelligence, Tianjin China, April 23, 2021

Locality Preserving Sentence Encoding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Self-training vs Pre-trained Embeddings for Automatic Essay Scoring.
Proceedings of the Information Retrieval - 27th China Conference, 2021

A Drug Repositioning Method Based on Heterogeneous Graph Neural Network.
Proceedings of the Information Retrieval - 27th China Conference, 2021

Research on the Evaluation Words Recognition in Scholarly Papers' Peer Review Texts.
Proceedings of the Information Retrieval - 27th China Conference, 2021

Self-Supervised Learning with Heterogeneous Graph Neural Network for COVID-19 Drug Recommendation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Hate Speech Detection Based on Sentiment Knowledge Sharing.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

MultiMET: A Multimodal Dataset for Metaphor Understanding.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Homographic pun location using multi-dimensional semantic relationships.
Soft Comput., 2020

CRHASum: extractive text summarization with contextualized-representation hierarchical-attention summarization network.
Neural Comput. Appl., 2020

Multi-granularity bidirectional attention stream machine comprehension method for emotion cause extraction.
Neural Comput. Appl., 2020

Fuzzy ELM for classification based on feature space.
Multim. Tools Appl., 2020

CRGA: Homographic pun detection with a contextualized-representation: Gated attention network.
Knowl. Based Syst., 2020

Hyperspectral image classification based on discriminative locality preserving broad learning system.
Knowl. Based Syst., 2020

Sarcasm Detection with Sentiment Semantics Enhanced Multi-level Memory Network.
Neurocomputing, 2020

Humor detection via an internal and external neural network.
Neurocomputing, 2020

FBSN: A hybrid fine-grained neural network for biomedical event trigger identification.
Neurocomputing, 2020

Discriminative globality-locality preserving extreme learning machine for image classification.
Neurocomputing, 2020

Phonetics and Ambiguity Comprehension Gated Attention Network for Humor Recognition.
Complex., 2020

Detection of Suicide Ideation in Social Media Forums Using Deep Learning.
Algorithms, 2020

Multi-Element Hierarchical Attention Capsule Network for Stock Prediction.
IEEE Access, 2020

Sentiment Analysis With Comparison Enhanced Deep Neural Network.
IEEE Access, 2020

A Multi-Dimension Question Answering Network for Sarcasm Detection.
IEEE Access, 2020

Weighted Pre-trained Language Models for Multi-Aspect-Based Multi-Sentiment Analysis.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

AFPun-GAN: Ambiguity-Fluency Generative Adversarial Network for Pun Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Improving Social Recommendations with Item Relationships.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Leniency to those who confess?: Predicting the Legal Judgement via Multi-Modal Analysis.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Multi-level Semantic Representation Model for Code Search.
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Drug Repositioning for SARS-CoV-2 Based on Graph Neural Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

ALBERT-BiLSTM for Sequential Metaphor Detection.
Proceedings of the Second Workshop on Figurative Language Processing, 2020

2019
Chemical-protein interaction extraction from biomedical literature: a hierarchical recurrent convolutional neural network method.
Int. J. Data Min. Bioinform., 2019

Globality-Locality Preserving Maximum Variance Extreme Learning Machine.
Complex., 2019

Improving User Attribute Classification with Text and Social Network Attention.
Cogn. Comput., 2019

Adverse drug reaction detection via a multihop self-attention mechanism.
BMC Bioinform., 2019

A supervised term ranking model for diversity enhanced biomedical information retrieval.
BMC Bioinform., 2019

Extracting Emotion Causes Using Learning to Rank Methods From an Information Retrieval Perspective.
IEEE Access, 2019

Detection of Depression-Related Posts in Reddit Social Media Forum.
IEEE Access, 2019

Judging a Book by Its Cover: The Effect of Facial Perception on Centrality in Social Networks.
Proceedings of the World Wide Web Conference, 2019

Heterographic Pun Recognition via Pronunciation and Spelling Understanding Gated Attention Network.
Proceedings of the World Wide Web Conference, 2019

Bi-directional Capsule Network Model for Chinese Biomedical Community Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Refining Word Representations by Manifold Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Comprehensive Verification of Transformer in Text Classification.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

2018
Improve Biomedical Information Retrieval Using Modified Learning to Rank Methods.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

A hybrid model based on neural networks for biomedical relation extraction.
J. Biomed. Informatics, 2018

The Identification of the Emotionality of Metaphorical Expressions Based on a Manually Annotated Chinese Corpus.
IEEE Access, 2018

Improving Pseudo-Relevance Feedback With Neural Network-Based Word Representations.
IEEE Access, 2018

Personality Predictions Based on User Behavior on the Facebook Social Media Platform.
IEEE Access, 2018

Ensemble of Neural Networks with Sentiment Words Translation for Code-Switching Emotion Detection.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

WECA:A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Chinese Emotion Commonsense Knowledge Base Construction and Its Application.
Proceedings of the Chinese Lexical Semantics - 19th Workshop, 2018

Extraction New Sentiment Words in Weibo Based on Relative Branch Entropy.
Proceedings of the Information Retrieval - 24th China Conference, 2018

A Weak Supervised Learning Method for Essential Protein Detection Based on STRING Database and Learning Representation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Hierarchical Recurrent Convolutional Neural Network for Chemical-protein Relation Extraction from Biomedical Literature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A Knowledge Graph based Bidirectional Recurrent Neural Network Method for Literature-based Discovery.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Protein-Protein Interaction Article Classification: A Knowledge-enriched Self-Attention Convolutional Neural Network Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

PC-SENE: A node embedding based method for protein complex detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A multi-task learning based approach to biomedical entity relation extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Improve Diversity-oriented Biomedical Information Retrieval using Supervised Query Expansion.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
A Convolution-LSTM-Based Deep Neural Network for Cross-Domain MOOC Forum Post Classification.
Inf., 2017

Low-Resource Cross-Domain Product Review Sentiment Classification Based on a CNN with an Auxiliary Large-Scale Corpus.
Algorithms, 2017

NLPCC 2017 Shared Task Social Media User Modeling Method Summary by DUTIR_923.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Homographic Puns Recognition Based on Latent Semantic Structures.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

2016
Combining local and global information for product feature extraction in opinion documents.
Inf. Process. Lett., 2016

Detection and Extraction of Hot Topics on Chinese Microblogs.
Cogn. Comput., 2016

Patent Retrieval Based on Multiple Information Resources.
Proceedings of the Information Retrieval Technology, 2016

Learning to Rank with Likelihood Loss Functions.
Proceedings of the Information Retrieval Technology, 2016

2015
A Cross-Domain Sentiment Classification Method Based on Extraction of Key Sentiment Sentence.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Incorporating Sample Filtering into Subject-Based Ensemble Model for Cross-Domain Sentiment Classification.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2015

Learning to rank for biomedical information retrieval.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2012
Construction and Application of Chinese Emotional Corpus.
Proceedings of the Chinese Lexical Semantics - 13th Workshop, 2012

Sells Out or Piles Up? A Sentiment Autoregressive Model for Predicting Sales Performance.
Proceedings of the Information Retrieval Technology, 2012


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