基于多维度连续情感空间的文本生成技术研究

61966038
2019
F0606.自然语言处理
王津
地区科学基金项目
副教授
云南大学
40万元
变分自编码器;情感生成;领域适应;对抗生成学习;维度型情感空间
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles 会议论文 Joseph Tomasulo;Jin Wang;Xuejie Zhang
2 维度型文本情感分析 专著 王津;张学杰
3 Entity-Related Unsupervised Pretraining with Visual Prompts for Multimodal Aspect-Based Sentiment Analysis 会议论文 Kuanghong Liu;Jin Wang;Xuejie Zhang
4 Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-Distillation 会议论文 Jun Kong;Jin Wang;Xuejie Zhang
5 Variational Autoencoder with Interactive Attention for Affective Text Generation 会议论文 Ruijun Chen;Jin Wang;Xuejie Zhang
6 Personalized LoRA for Human-Centered Text Understanding 会议论文 You Zhang;Jin Wang;Liang-Chih Yu;Dan Xu;Xuejie Zhang
7 An Enhanced Key-utterance Interactive Model with Decouped Auxiliary Tasks for Multi-party Dialogue Reading Comprehension 会议论文 Xingyu Zhu;Jin Wang;Xuejie Zhang
8 Decoupled variational autoencoder with interactive attention for affective text generation 期刊论文 Ruijun Chen;Jin Wang;Liang-Chih Yu;Xuejie Zhang
9 Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network andWord-pair Relation Tagging 会议论文 Li Yuan;Yi Cai;Jin Wang;Qing Li
10 HPCC-YNU at SemEval-2020 Task 9: A Bilingual Vector Gating Mechanism for Sentiment Analysis of Code-Mixed Text 会议论文 Jun Kong;Jin Wang;Xuejie Zhang
11 YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis 会议论文 Li Yuan;Jin Wang;Xuejie Zhang
12 Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression 会议论文 Xinge Ma;Jin Wang;Liang-Chih Yu;Xuejie Zhang
13 Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Model 期刊论文 Jun Kong;Jin Wang;Xuejie Zhang
14 Hierarchical BERT with an adaptive fine-tuning strategy for document classification 期刊论文 Jun Kong;Jin Wang;Xuejie Zhang
15 YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles 会议论文 Jiaxu Dao;Jin Wang;Xuejie Zhang
16 Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting 会议论文 Jun Kong;Jin Wang;Liang-Chih Yu;Xuejie Zhang
17 Graphs get personal: learning representation with contextual pretraining for collaborative filtering 期刊论文 Tiesunlong Shen;You Zhang;Jin Wang;Xuejie Zhang
18 Adversarial Learning of Sentiment Word Representations for Sentiment Analysis 期刊论文 Bo Peng;Jin Wang;Xuejie Zhang
19 Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction 期刊论文 Li Yuan;Jin Wang;Liang-Chih Yu;Xuejie Zhang
20 YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles 会议论文 Xinge Ma;Jin Wang;Xuejie Zhang
21 Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues 会议论文 Ruijun Chen;Jin Wang;Liang-Chih Yu;Xuejie Zhang
22 Personalized Sentiment Classification of Customer Reviews via an Interactive Attributes Attention Model 期刊论文 You Zhang;Jin Wang;Xuejie Zhang
23 Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis 会议论文 Zhewen Yu;Jin Wang;Liang-Chih Yu;Xuejie Zhang
24 An On-Device Machine Reading Comprehension Model with Adaptive Fast Inference 会议论文 Fulai Nan;Jin Wang;Xuejie Zhang
25 MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers 会议论文 You Zhang;Jin Wang;Liang-Chih Yu;Xuejie Zhang
26 YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection 会议论文 Ruijun Chen;Jin Wang;Xuejie Zhang
27 YNU-HPCC at SemEval-2020 Task 10: Using a Multi-granularity Ordinal Classification of the BiLSTM Model for Emphasis Selection 会议论文 Dawei Liao;Jin Wang;Xuejie Zhang
28 Domain Generalization via Switch Knowledge Distillation for Robust Review Representation 会议论文 You Zhang;Jin Wang;Liang-Chih Yu;Dan Xu;Xuejie Zhang
29 Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis 会议论文 Li Yuan;Jin Wang;Liang-Chih Yu;Xuejie Zhang
30 Pretrained Models with Adversarial Training for Named Entity Recognition in Scientific Text 会议论文 Hangchao Ma;You Zhang;Jin Wang
31 Hierarchical template transformer for fine-grained sentiment controllable generation 期刊论文 Li Yuan;Jin Wang;Liang-Chih Yu;Xuejie Zhang
32 Debiased momentum contrastive learning for multimodal video similarity measures, 期刊论文 Kuanghong Liu;Jin Wang;Xuejie Zhang
33 Explainable Detection of Adverse Drug Reaction with Imbalanced Data Distribution 期刊论文 Jin Wang;Liang-Chih Yu;Xuejie Zhang
34 FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models 会议论文 Xinge Ma;Jiangming Liu;Jin Wang;Xuejie Zhang
35 Interactive capsule network for implicit sentiment analysis 期刊论文 Yanjun Qian;Jin Wang;Dawei Li;Xuejie Zhang
36 YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images 会议论文 Xingyu Zhu;Jin Wang;Xuejie Zhang
37 Conciseness is Better: Recurrent Attention LSTM Model for Document-Level Sentiment Analysis 期刊论文 You Zhang;Jin Wang;Xuejie Zhang
38 YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing 会议论文 Zhewen Yu;Jin Wang;Xuejie Zhang
39 Contextual Sentiment Embeddings via Bi-directional GRU Language Model 期刊论文 Jin Wang;You Zhang;Liang-Chih Yu;Xuejie Zhang
40 Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis 期刊论文 Li Yuan;Jin Wang;Liang-Chih Yu;Xuejie Zhang
41 Learning Sentiment Sentence Representation with Multiview Attention Model 期刊论文 You Zhang;Jin Wang;Xuejie Zhang
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