Jianfei Yu

Orcid: 0000-0001-8380-0609

According to our database1, Jianfei Yu authored at least 60 papers between 2011 and 2024.

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Bibliography

2024
Unified ABSA via Annotation-Decoupled Multi-Task Instruction Tuning.
IEEE Trans. Knowl. Data Eng., November, 2024

An empirical study of Multimodal Entity-Based Sentiment Analysis with ChatGPT: Improving in-context learning via entity-aware contrastive learning.
Inf. Process. Manag., 2024

Multilingual Synopses of Movie Narratives: A Dataset for Story Understanding.
CoRR, 2024

Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation.
CoRR, 2024

SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Observe before Generate: Emotion-Cause aware Video Caption for Multimodal Emotion Cause Generation in Conversations.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Generative Multimodal Data Augmentation for Low-Resource Multimodal Named Entity Recognition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Generating paraphrase sentences for multimodal entity-category-sentiment triple extraction.
Knowl. Based Syst., October, 2023

Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis.
IEEE Trans. Affect. Comput., 2023

Multimodal Emotion-Cause Pair Extraction in Conversations.
IEEE Trans. Affect. Comput., 2023

In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models.
CoRR, 2023

MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment Analysis.
CoRR, 2023

Fine-Grained Multimodal Named Entity Recognition and Grounding with a Generative Framework.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Grounded Multimodal Named Entity Recognition on Social Media.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Emotion Cause Extraction on Social Media without Human Annotation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis.
Inf. Process. Manag., 2022

UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning.
CoRR, 2022

Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
The dominance of big teams in China's scientific output.
Quant. Sci. Stud., 2021

A paper's corresponding affiliation and first affiliation are consistent at the country level in Web of Science.
CoRR, 2021

Fine-Grained Sentiment Analysis of Political Tweets with Entity-Aware Multimodal Network.
Proceedings of the Diversity, Divergence, Dialogue, 2021

Comparative Opinion Quintuple Extraction from Product Reviews.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Cross-Domain Review Generation for Aspect-Based Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Entity-Sensitive Attention and Fusion Network for Entity-Level Multimodal Sentiment Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

China may need to support more small teams in scientific research.
CoRR, 2020

Hierarchical Multimodal Transformer with Localness and Speaker Aware Attention for Emotion Recognition in Conversations.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A State-independent and Time-evolving Network for Early Rumor Detection in Social Media.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Adapting BERT for Target-Oriented Multimodal Sentiment Classification.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Instance-based Domain Adaptation via Multiclustering Logistic Approximation.
IEEE Intell. Syst., 2018

Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Densely Connected Bidirectional LSTM with Applications to Sentence Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Polarity shift detection, elimination and ensemble: A three-stage model for document-level sentiment analysis.
Inf. Process. Manag., 2016

Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network.
Proceedings of the COLING 2016, 2016

2015
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2011
Motion Control with Intentions for Virtual Assembly.
Proceedings of the Internationalization, Design and Global Development, 2011


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