Jie Zhou

Orcid: 0000-0002-2589-0164

Affiliations:
  • East China Normal University, Shanghai Key Laboratory of Multidimensional Information Processing, Shanghai, China
  • Fudan University, Shanghai, China (former)
  • East China Normal University, Shanghai, China (former)


According to our database1, Jie Zhou authored at least 66 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
ChatGPT: potential, prospects, and limitations.
Frontiers Inf. Technol. Electron. Eng., January, 2024

CausalABSC: Causal Inference for Aspect Debiasing in Aspect-Based Sentiment Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

P-Tailor: Customizing Personality Traits for Language Models via Mixture of Specialized LoRA Experts.
CoRR, 2024

Recent Advances of Foundation Language Models-based Continual Learning: A Survey.
CoRR, 2024

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.
CoRR, 2024

Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering.
CoRR, 2024

Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking.
CoRR, 2024

DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models.
CoRR, 2024

LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition.
CoRR, 2024

Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Cross-modal fine-grained alignment and fusion network for multimodal aspect-based sentiment analysis.
Inf. Process. Manag., November, 2023

Multi-modal multi-hop interaction network for dialogue response generation.
Expert Syst. Appl., October, 2023

A weakly supervised knowledge attentive network for aspect-level sentiment classification.
J. Supercomput., March, 2023

A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis.
CoRR, 2023

Mathematical Language Models: A Survey.
CoRR, 2023

RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification.
CoRR, 2023

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education.
CoRR, 2023

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition.
CoRR, 2023

A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.
CoRR, 2023

How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks.
CoRR, 2023

Modeling Intra- and Inter-Modal Alignment with Optimal Transport for Visual Dialog.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Informative Prompt Learning for Low-Shot Commonsense Question Answering via Fine-Grained Redundancy Reduction.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Tell Model Where to Attend: Improving Interpretability of Aspect-Based Sentiment Classification via Small Explanation Annotations.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
PG-RNN: using position-gated recurrent neural networks for aspect-based sentiment classification.
J. Supercomput., 2022

Sentiment-aware multimodal pre-training for multimodal sentiment analysis.
Knowl. Based Syst., 2022

DualGCN: An Aspect-Aware Dual Graph Convolutional Network for review-based recommender.
Knowl. Based Syst., 2022

Causal Intervention-based Prompt Debiasing for Event Argument Extraction.
CoRR, 2022

Enhancing Event-Level Sentiment Analysis with Structured Arguments.
CoRR, 2022

Enhancing Event-Level Sentiment Analysis with Structured Arguments.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2022

CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Enhancing Class Understanding Via Prompt-Tuning For Zero-Shot Text Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022

A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Causal Intervention Improves Implicit Sentiment Analysis.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Entity-level sentiment prediction in Danmaku video interaction.
J. Supercomput., 2021

MASAD: A large-scale dataset for multimodal aspect-based sentiment analysis.
Neurocomputing, 2021

Aligned variational autoencoder for matching danmaku and video storylines.
Neurocomputing, 2021

Is "hot pizza" Positive or Negative? Mining Target-aware Sentiment Lexicons.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Working with Few Samples: Methods that Help Analyze Social Attitude and Personal Emotion.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Attending via both Fine-tuning and Compressing.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
SK-GCN: Modeling Syntax and Knowledge via Graph Convolutional Network for aspect-level sentiment classification.
Knowl. Based Syst., 2020

Position-aware hierarchical transfer model for aspect-level sentiment classification.
Inf. Sci., 2020

Is position important? deep multi-task learning for aspect-based sentiment analysis.
Appl. Intell., 2020

Retrieval-Polished Response Generation for Chatbot.
IEEE Access, 2020

ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

TERG: Topic-Aware Emotional Response Generation for Chatbot.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Knowledge-Based Fine-Grained Classification For Few-Shot Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Modeling Multi-aspect Relationship with Joint Learning for Aspect-Level Sentiment Classification.
Proceedings of the Database Systems for Advanced Applications, 2020

SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges.
IEEE Access, 2019

DSPF: A Digital Signal Processing Based Framework for Information Retrieval.
IEEE Access, 2019

A New Digital Signal Processing Based Model With Multi-Aspect Term Frequency for Information Retrieval.
IEEE Access, 2019

Aspect-level Sentiment Classification with Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

iCare Designer: A Rule-Driven Layout Co-Designing System for Elderly Caring.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

2018
A Data Driven Collaborative Caring Framework for Aging in Place in China.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

ECNU at MC2 2018 Task 2: Mining Opinion Argumentation.
Proceedings of the Working Notes of CLEF 2018, 2018

Multi-model Hybrid Traffic Flow Forecast Algorithm Based on Multivariate Data.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2018

SNNN: Promoting Word Sentiment and Negation in Neural Sentiment Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Modeling User-Item Profiles with Neural Networks for Rating Prediction.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017


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