Jin Wang

Inf. Sci., 2025

Parameter-efficient online knowledge distillation for pretrained language models.

[BibT_eX]

[DOI]

Yukun Wang

Expert Syst. Appl., 2025

Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Attribute-Based Injection Transformer for Personalized Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

A machine reading comprehension model with counterfactual contrastive learning for emotion-cause pair extraction.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., June, 2024

Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., January, 2024

Debiased momentum contrastive learning for multimodal video similarity measures.

[BibT_eX]

[DOI]

Kuanghong Liu

Neurocomputing, January, 2024

Multimodality Self-distillation for Fast Inference of Vision and Language Pretrained Models.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2024

Layerwised multimodal knowledge distillation for vision-language pretrained model.

[BibT_eX]

[DOI]

Neural Networks, 2024

Disagreement Evaluation of Solutions for Math Word Problem.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

LoRA-Enhanced Language Alignments for Robust Code-Mixed Text Representation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Hierarchical Differential Amplifier Contrastive Learning for Semi-supervised Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Learning Defendant-aware Label Representation for Multi-Defendant Charge Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Decoupling Control in Text-to-Image Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Personalized LoRA for Human-Centered Text Understanding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Graphs get personal: learning representation with contextual pretraining for collaborative filtering.

[BibT_eX]

[DOI]

Appl. Intell., December, 2023

An adversarial training-based mutual information constraint method.

[BibT_eX]

[DOI]

Appl. Intell., October, 2023

Causal representation for few-shot text classification.

[BibT_eX]

[DOI]

Appl. Intell., September, 2023

Decoupled variational autoencoder with interactive attention for affective text generation.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

Interactive capsule network for implicit sentiment analysis.

[BibT_eX]

[DOI]

Appl. Intell., 2023

YNU-HPCC at WASSA 2023: Using Text-Mixed Data Augmentation for Emotion Classification on Code-Mixed Text Message.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

YNU-HPCC at SemEval-2023 Task 6: LEGAL-BERT Based Hierarchical BiLSTM with CRF for Rhetorical Roles Prediction.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Knowledge Graph Completing with Dual Confrontation Learning Model based on Variational Information Bottleneck Method.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Consistent Solutions for Optimizing Search Space of Beam Search.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Semantic Candidate Retrieval for Few-Shot Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Contrastive Learning with Soft Negative Sampling for Visual Word Sense Disambiguation.

[BibT_eX]

[DOI]

YuShuo Zhou

Proceedings of the 2023 International Joint Conference on Robotics and Artificial Intelligence, 2023

FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Domain Generalization via Switch Knowledge Distillation for Robust Review Representation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Explainable detection of adverse drug reaction with imbalanced data distribution.

[BibT_eX]

[DOI]

Liang-Chih Yu

PLoS Comput. Biol., 2022

Contextual sentiment embeddings via bi-directional GRU language model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Hierarchical BERT with an adaptive fine-tuning strategy for document classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Hierarchical template transformer for fine-grained sentiment controllable generation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic.

[BibT_eX]

[DOI]

Guangmin Zheng

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

YNU-HPCC at SemEval-2022 Task 8: Transformer-based Ensemble Model for Multilingual News Article Similarity.

[BibT_eX]

[DOI]

Zihan Nai

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning.

[BibT_eX]

[DOI]

Kuanghong Liu

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

YNU-HPCC at ROCLING 2022 Shared Task: A Transformer-based Model with Focal Loss and Regularization Dropout for Chinese Healthcare Named Entity Recognition.

[BibT_eX]

[DOI]

Xiang Luo

Proceedings of the 34th Conference on Computational Linguistics and Speech Processing, 2022

An On-Device Machine Reading Comprehension Model with Adaptive Fast Inference.

[BibT_eX]

[DOI]

Fulai Nan

Proceedings of the Natural Language Processing and Chinese Computing, 2022

An Enhanced Key-utterance Interactive Model with Decouped Auxiliary Tasks for Multi-party Dialogue Reading Comprehension.

[BibT_eX]

[DOI]

Xingyu Zhu

Proceedings of the International Joint Conference on Neural Networks, 2022

Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Pretrained Models with Adversarial Training for Named Entity Recognition in Scientific Text.

[BibT_eX]

[DOI]

Hangchao Ma

Proceedings of the International Conference on Asian Language Processing, 2022

Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression.

[BibT_eX]

[DOI]

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

Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting.

[BibT_eX]

[DOI]

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

2021

Personalized sentiment classification of customer reviews via an interactive attributes attention model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Learning sentiment sentence representation with multiview attention model.

[BibT_eX]

[DOI]

Inf. Sci., 2021

A multi-dimensional relation model for dimensional sentiment analysis.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Conciseness is better: Recurrent attention LSTM model for document-level sentiment analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2021

YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing.

[BibT_eX]

[DOI]

Zhewen Yu

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles.

[BibT_eX]

[DOI]

Xinge Ma

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection.

[BibT_eX]

[DOI]

Ruijun Chen

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images.

[BibT_eX]

[DOI]

Xingyu Zhu

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

ROCLING-2021 Shared Task: Dimensional Sentiment Analysis for Educational Texts.

[BibT_eX]

[DOI]

Proceedings of the 33rd Conference on Computational Linguistics and Speech Processing, 2021

Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-distillation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Variational Autoencoder with Interactive Attention for Affective Text Generation.

[BibT_eX]

[DOI]

Ruijun Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Joint Model of Triple Relation Extraction with Label Embeddings.

[BibT_eX]

[DOI]

Mengjiao Xie

Proceedings of the International Conference on Asian Language Processing, 2021

Mirror Distillation Model with Focal Loss for Chinese Machine Reading Comprehension.

[BibT_eX]

[DOI]

Fulai Nan

Proceedings of the International Conference on Asian Language Processing, 2021

MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers.

[BibT_eX]

[DOI]

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

2020

Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Pipelined Neural Networks for Phrase-Level Sentiment Intensity Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2020

Adversarial learning of sentiment word representations for sentiment analysis.

[BibT_eX]

[DOI]

Bo Peng

Inf. Sci., 2020

A Novel Deep Learning Scheme for Motor Imagery EEG Decoding Based on Spatial Representation Fusion.

[BibT_eX]

[DOI]

IEEE Access, 2020

YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis.

[BibT_eX]

[DOI]

Li Yuan

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles.

[BibT_eX]

[DOI]

Joseph Tomasulo

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

YNU-HPCC at SemEval-2020 Task 10: Using a Multi-granularity Ordinal Classification of the BiLSTM Model for Emphasis Selection.

[BibT_eX]

[DOI]

Dawei Liao

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

HPCC-YNU at SemEval-2020 Task 9: A Bilingual Vector Gating Mechanism for Sentiment Analysis of Code-Mixed Text.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles.

[BibT_eX]

[DOI]

Jiaxu Dao

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

2019

YNU-HPCC at SemEval-2019 Task 6: Identifying and Categorising Offensive Language on Twitter.

[BibT_eX]

[DOI]

Chengjin Zhou

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

YNU-HPCC at SemEval-2019 Task 9: Using a BERT and CNN-BiLSTM-GRU Model for Suggestion Mining.

[BibT_eX]

[DOI]

Ping Yue

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

YNU-HPCC at SemEval-2019 Task 8: Using A LSTM-Attention Model for Fact-Checking in Community Forums.

[BibT_eX]

[DOI]

Peng Liu

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation.

[BibT_eX]

[DOI]

Dawei Li

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

CIEA: A Corpus for Chinese Implicit Emotion Analysis.

[BibT_eX]

[DOI]

Dawei Li

Proceedings of the International Conference on Asian Language Processing, 2019

Investigating Dynamic Routing in Tree-Structured LSTM for 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

2018

Refining Word Embeddings Using Intensity Scores for Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Using a stacked residual LSTM model for sentiment intensity prediction.

[BibT_eX]

[DOI]

Bo Peng

Neurocomputing, 2018

Deep Fusion Feature Learning Network for MI-EEG Classification.

[BibT_eX]

[DOI]

Jun Yang

Shaowen Yao

IEEE Access, 2018

An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction.

[BibT_eX]

[DOI]

IEEE Access, 2018

YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets.

[BibT_eX]

[DOI]

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

YNU-HPCC at Semeval-2018 Task 11: Using an Attention-based CNN-LSTM for Machine Comprehension using Commonsense Knowledge.

[BibT_eX]

[DOI]

Hang Yuan

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

YNU-HPCC at SemEval-2018 Task 2: Multi-ensemble Bi-GRU Model with Attention Mechanism for Multilingual Emoji Prediction.

[BibT_eX]

[DOI]

Nan Wang

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter.

[BibT_eX]

[DOI]

Bo Peng

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model.

[BibT_eX]

[DOI]

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

2017

YNU-HPCC at EmoInt-2017: Using a CNN-LSTM Model for Sentiment Intensity Prediction.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

YNU-HPCC at SemEval 2017 Task 4: Using A Multi-Channel CNN-LSTM Model for Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model.

[BibT_eX]

[DOI]

Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017

IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases.

[BibT_eX]

[DOI]

Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017

YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English.

[BibT_eX]

[DOI]

Nan Wang