Jianfei Yu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 58

Top Topics

Named Entity Recognition

Domain Adaptation

Sentiment Analysis

Top Venues

Inf. Process. Manag.

Publications

Li Yang, Zengzhi Wang, Ziyan Li, Jin-Cheon Na, Jianfei Yu
An empirical study of Multimodal Entity-Based Sentiment Analysis with ChatGPT: Improving in-context learning via entity-aware contrastive learning. Inf. Process. Manag. 61 (4) (2024)
Yidan Sun, Jianfei Yu, Boyang Li
Multilingual Synopses of Movie Narratives: A Dataset for Story Understanding. CoRR (2024)
Hongjie Cai, Heqing Ma, Jianfei Yu, Rui Xia
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis. ACL (1) (2024)
Fanfan Wang, Heqing Ma, Jianfei Yu, Rui Xia, Erik Cambria
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations. CoRR (2024)
Jinyuan Li, Ziyan Li, Han Li, Jianfei Yu, Rui Xia, Di Sun, Gang Pan
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation. CoRR (2024)
Yunlong Chen, Yaming Zhang, Jianfei Yu, Li Yang, Rui Xia
In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models. CoRR (2023)
Fanfan Wang, Zixiang Ding, Rui Xia, Zhaoyu Li, Jianfei Yu
Multimodal Emotion-Cause Pair Extraction in Conversations. IEEE Trans. Affect. Comput. 14 (3) (2023)
Zinong Yang, Feng Xu, Jianfei Yu, Rui Xia
UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set. ACL (Findings) (2023)
Hongjie Cai, Nan Song, Zengzhi Wang, Qiming Xie, Qiankun Zhao, Ke Li, Siwei Wu, Shijie Liu, Jianfei Yu, Rui Xia
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment Analysis. CoRR (2023)
Nan Song, Hongjie Cai, Rui Xia, Jianfei Yu, Zhen Wu, Xinyu Dai
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis. EMNLP (Findings) (2023)
Wenjie Zheng, Jianfei Yu, Rui Xia, Shijin Wang
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations. ACL (1) (2023)
Fanfan Wang, Jianfei Yu, Rui Xia
Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge. EMNLP (Findings) (2023)
Li Yang, Jieming Wang, Jin-Cheon Na, Jianfei Yu
Generating paraphrase sentences for multimodal entity-category-sentiment triple extraction. Knowl. Based Syst. 278 (2023)
Jianfei Yu, Ziyan Li, Jieming Wang, Rui Xia
Grounded Multimodal Named Entity Recognition on Social Media. ACL (1) (2023)
Jianfei Yu, Kai Chen, Rui Xia
Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis. IEEE Trans. Affect. Comput. 14 (3) (2023)
Jieming Wang, Ziyan Li, Jianfei Yu, Li Yang, Rui Xia
Fine-Grained Multimodal Named Entity Recognition and Grounding with a Generative Framework. ACM Multimedia (2023)
Jianfei Yu, Qiankun Zhao, Rui Xia
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis. ACL (1) (2023)
Debin Xiao, Rui Xia, Jianfei Yu
Emotion Cause Extraction on Social Media without Human Annotation. ACL (Findings) (2023)
Zengzhi Wang, Rui Xia, Jianfei Yu
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning. CoRR (2022)
Yan Ling, Jianfei Yu, Rui Xia
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. ACL (1) (2022)
Junjie Li, Jianfei Yu, Rui Xia
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction. NAACL-HLT (2022)
Jianfei Yu, Jieming Wang, Rui Xia, Junjie Li
Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching. IJCAI (2022)
Li Yang, Jin-Cheon Na, Jianfei Yu
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis. Inf. Process. Manag. 59 (5) (2022)
Yan Ling, Jianfei Yu, Rui Xia
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. CoRR (2022)
Hongjie Cai, Rui Xia, Jianfei Yu
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions. ACL/IJCNLP (1) (2021)
Li Yang, Jianfei Yu, Chengzhi Zhang, Jin-Cheon Na
Fine-Grained Sentiment Analysis of Political Tweets with Entity-Aware Multimodal Network. iConference (1) (2021)
Fanfan Wang, Zixiang Ding, Rui Xia, Zhaoyu Li, Jianfei Yu
Multimodal Emotion-Cause Pair Extraction in Conversations. CoRR (2021)
Jianfei Yu, Chenggong Gong, Rui Xia
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis. ACL/IJCNLP (Findings) (2021)
Hao Chen, Rui Xia, Jianfei Yu
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification. EMNLP (1) (2021)
Jianfei Yu, Chunxiao Yin, Linlin Liu, Tao Jia
A paper's corresponding affiliation and first affiliation are consistent at the country level in Web of Science. CoRR (2021)
Linlin Liu, Jianfei Yu, Junming Huang, Feng Xia, Tao Jia
The dominance of big teams in China's scientific output. Quant. Sci. Stud. 2 (1) (2021)
Ziheng Liu, Rui Xia, Jianfei Yu
Comparative Opinion Quintuple Extraction from Product Reviews. EMNLP (1) (2021)
Zixiang Ding, Rui Xia, Jianfei Yu
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction. ACL (2020)
Rui Xia, Kaizhou Xuan, Jianfei Yu
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media. EMNLP (1) (2020)
Zixiang Ding, Rui Xia, Jianfei Yu
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning. EMNLP (1) (2020)
Jianfei Yu, Jing Jiang, Li Yang, Rui Xia
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer. ACL (2020)
Linlin Liu, Jianfei Yu, Junming Huang, Feng Xia, Tao Jia
China may need to support more small teams in scientific research. CoRR (2020)
Hongjie Cai, Yaofeng Tu, Xiangsheng Zhou, Jianfei Yu, Rui Xia
Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network. COLING (2020)
Jianfei Yu, Jing Jiang, Rui Xia
Entity-Sensitive Attention and Fusion Network for Entity-Level Multimodal Sentiment Classification. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Xiao Jin, Jianfei Yu, Zixiang Ding, Rui Xia, Xiangsheng Zhou, Yaofeng Tu
Hierarchical Multimodal Transformer with Localness and Speaker Aware Attention for Emotion Recognition in Conversations. NLPCC (2) (2020)
Jianfei Yu, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu, Rui Xia
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations. EMNLP (1) (2020)
Chenggong Gong, Jianfei Yu, Rui Xia
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis. EMNLP (1) (2020)
Yufei Tian, Jianfei Yu, Jing Jiang
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder. CoRR (2020)
Yufei Tian, Jianfei Yu, Jing Jiang
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder. CIKM (2019)
Jianfei Yu, Jing Jiang
Adapting BERT for Target-Oriented Multimodal Sentiment Classification. IJCAI (2019)
Jianfei Yu, Jing Jiang, Rui Xia
Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce. WSDM (2018)
Jianfei Yu, Luís Marujo, Jing Jiang, Pradeep Karuturi, William Brendel
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network. EMNLP (2018)
Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, Jian Yang
Densely Connected Bidirectional LSTM with Applications to Sentence Classification. CoRR (2018)
Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, Jian Yang
Densely Connected Bidirectional LSTM with Applications to Sentence Classification. NLPCC (2) (2018)
Feng Xu, Jianfei Yu, Rui Xia
Instance-based Domain Adaptation via Multiclustering Logistic Approximation. IEEE Intell. Syst. 33 (1) (2018)
Jianfei Yu, Jing Jiang
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification. IJCNLP(1) (2017)
Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce. CoRR (2017)
Ying Ding, Jianfei Yu, Jing Jiang
Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction. AAAI (2017)
Jianfei Yu, Jing Jiang
Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network. COLING (2016)
Rui Xia, Feng Xu, Jianfei Yu, Yong Qi, Erik Cambria
Polarity shift detection, elimination and ensemble: A three-stage model for document-level sentiment analysis. Inf. Process. Manag. 52 (1) (2016)
Jianfei Yu, Jing Jiang
Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification. EMNLP (2016)
Jianfei Yu, Jing Jiang
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features. ACL (2) (2015)
Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang
Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation. AAAI (2014)
Jianfei Yu, Dan Zong, Chunpeng Li, Shihong Xia, Zhaoqi Wang
Motion Control with Intentions for Virtual Assembly. HCI (15) (2011)