Jianfei Yu

77 papers A* 12A 2B 3Journal 32Unranked 28
YearRankTypeTitle / Venue / Authors
2025 J jnl
An entity-Aware MLLM with conditional image generation for multimodal entity-Category-Sentiment triple extraction.
Knowl. Based Syst.
Li Yang, Yaming Zhang, Jin-Cheon Na, Jianfei Yu
2025 — conf
Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning.
EMNLP (Findings)
Fanfan Wang, Xiangqing Shen, Jianfei Yu, Rui Xia
2025 J jnl
From Extraction to Generation: Multimodal Emotion-Cause Pair Generation in Conversations.
IEEE Trans. Affect. Comput.
Heqing Ma, Jianfei Yu, Fanfan Wang, Hanyu Cao, Rui Xia
2025 — conf
Global Question-Aware Multimodal Retrieval-Augmented Generation for Multimedia Multi-Hop Question Answering.
MMAsia
Zhixiao Shen, Jianfei Yu, Wenya Wang, Rui Xia
2025 B conf
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts.
COLING
Qiyuan He, Yizhong Wang, Jianfei Yu, Wenya Wang
2025 J jnl
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion.
CoRR
Qiyuan He, Jianfei Yu, Wenya Wang
2025 J jnl
MEMD-ABSA: a multi-element multi-domain dataset for aspect-based sentiment analysis.
Lang. Resour. Evaluation
Hongjie Cai, Nan Song, Zengzhi Wang, Qiming Xie, Qiankun Zhao, Ke Li, Siwei Wu, Shijie Liu, Heqing Ma, Jianfei Yu, Rui Xia
2025 J jnl
Mapping forage nutritional quality in temperate natural grasslands using interpretable machine learning.
Ecol. Informatics
Fusen Nan, Xingxin Lu, Tianci Chen, Jianfei Yu, Xiaoqian Yang, Yanming Gong, Kaihui Li, Xiao-Bo Wang
2025 J jnl
Towards Explainable Multimodal Depression Recognition for Clinical Interviews.
CoRR
Wenjie Zheng, Qiming Xie, Zengzhi Wang, Jianfei Yu, Rui Xia
2025 J jnl
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries.
CoRR
Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang
2024 — conf
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis.
ACL (1)
Hongjie Cai, Heqing Ma, Jianfei Yu, Rui Xia
2024 A* conf
A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition.
ACM Multimedia
Wenjie Zheng, Jianfei Yu, Rui Xia
2024 J jnl
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation.
CoRR
Jinyuan Li, Ziyan Li, Han Li, Jianfei Yu, Rui Xia, Di Sun, Gang Pan
2024 J jnl
An empirical study of Multimodal Entity-Based Sentiment Analysis with ChatGPT: Improving in-context learning via entity-aware contrastive learning.
Inf. Process. Manag.
Li Yang, Zengzhi Wang, Ziyan Li, Jin-Cheon Na, Jianfei Yu
2024 A* conf
Generative Multimodal Data Augmentation for Low-Resource Multimodal Named Entity Recognition.
ACM Multimedia
Ziyan Li, Jianfei Yu, Jia Yang, Wenya Wang, Li Yang, Rui Xia
2024 J jnl
Multilingual Synopses of Movie Narratives: A Dataset for Story Understanding.
CoRR
Yidan Sun, Jianfei Yu, Boyang Li
2024 — conf
Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding.
EMNLP (Findings)
Yidan Sun, Jianfei Yu, Boyang Li
2024 A* conf
Observe before Generate: Emotion-Cause aware Video Caption for Multimodal Emotion Cause Generation in Conversations.
ACM Multimedia
Fanfan Wang, Heqing Ma, Xiangqing Shen, Jianfei Yu, Rui Xia
2024 J jnl
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding.
CoRR
Zilin Du, Haoxin Li, Jianfei Yu, Boyang Li
2024 — conf
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations.
SemEval@NAACL
Fanfan Wang, Heqing Ma, Rui Xia, Jianfei Yu, Erik Cambria
2024 J jnl
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations.
CoRR
Fanfan Wang, Heqing Ma, Jianfei Yu, Rui Xia, Erik Cambria
2024 J jnl
Unified ABSA via Annotation-Decoupled Multi-Task Instruction Tuning.
IEEE Trans. Knowl. Data Eng.
Zengzhi Wang, Rui Xia, Jianfei Yu
2023 — conf
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations.
ACL (1)
Wenjie Zheng, Jianfei Yu, Rui Xia, Shijin Wang
2023 — conf
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis.
EMNLP (Findings)
Nan Song, Hongjie Cai, Rui Xia, Jianfei Yu, Zhen Wu, Xinyu Dai
2023 — conf
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis.
ACL (1)
Jianfei Yu, Qiankun Zhao, Rui Xia
2023 — conf
Emotion Cause Extraction on Social Media without Human Annotation.
ACL (Findings)
Debin Xiao, Rui Xia, Jianfei Yu
2023 A* conf
Fine-Grained Multimodal Named Entity Recognition and Grounding with a Generative Framework.
ACM Multimedia
Jieming Wang, Ziyan Li, Jianfei Yu, Li Yang, Rui Xia
2023 J jnl
Generating paraphrase sentences for multimodal entity-category-sentiment triple extraction.
Knowl. Based Syst.
Li Yang, Jieming Wang, Jin-Cheon Na, Jianfei Yu
2023 — conf
Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge.
EMNLP (Findings)
Fanfan Wang, Jianfei Yu, Rui Xia
2023 — conf
Grounded Multimodal Named Entity Recognition on Social Media.
ACL (1)
Jianfei Yu, Ziyan Li, Jieming Wang, Rui Xia
2023 J jnl
Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis.
IEEE Trans. Affect. Comput.
Jianfei Yu, Kai Chen, Rui Xia
2023 J jnl
In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models.
CoRR
Yunlong Chen, Yaming Zhang, Jianfei Yu, Li Yang, Rui Xia
2023 J jnl
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment Analysis.
CoRR
Hongjie Cai, Nan Song, Zengzhi Wang, Qiming Xie, Qiankun Zhao, Ke Li, Siwei Wu, Shijie Liu, Jianfei Yu, Rui Xia
2023 J jnl
Multimodal Emotion-Cause Pair Extraction in Conversations.
IEEE Trans. Affect. Comput.
Fanfan Wang, Zixiang Ding, Rui Xia, Zhaoyu Li, Jianfei Yu
2023 — conf
UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set.
ACL (Findings)
Zinong Yang, Feng Xu, Jianfei Yu, Rui Xia
2022 J jnl
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis.
Inf. Process. Manag.
Li Yang, Jin-Cheon Na, Jianfei Yu
2022 — conf
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction.
NAACL-HLT
Junjie Li, Jianfei Yu, Rui Xia
2022 A* conf
Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching.
IJCAI
Jianfei Yu, Jieming Wang, Rui Xia, Junjie Li
2022 J jnl
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning.
CoRR
Zengzhi Wang, Rui Xia, Jianfei Yu
2022 — conf
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis.
ACL (1)
Yan Ling, Jianfei Yu, Rui Xia
2022 J jnl
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis.
CoRR
Yan Ling, Jianfei Yu, Rui Xia
2021 J jnl
A paper's corresponding affiliation and first affiliation are consistent at the country level in Web of Science.
CoRR
Jianfei Yu, Chunxiao Yin, Linlin Liu, Tao Jia
2021 — conf
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions.
ACL/IJCNLP (1)
Hongjie Cai, Rui Xia, Jianfei Yu
2021 — conf
Comparative Opinion Quintuple Extraction from Product Reviews.
EMNLP (1)
Ziheng Liu, Rui Xia, Jianfei Yu
2021 — conf
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis.
ACL/IJCNLP (Findings)
Jianfei Yu, Chenggong Gong, Rui Xia
2021 — conf
Fine-Grained Sentiment Analysis of Political Tweets with Entity-Aware Multimodal Network.
iConference (1)
Li Yang, Jianfei Yu, Chengzhi Zhang, Jin-Cheon Na
2021 J jnl
Multimodal Emotion-Cause Pair Extraction in Conversations.
CoRR
Fanfan Wang, Zixiang Ding, Rui Xia, Zhaoyu Li, Jianfei Yu
2021 — conf
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification.
EMNLP (1)
Hao Chen, Rui Xia, Jianfei Yu
2021 J jnl
The dominance of big teams in China's scientific output.
Quant. Sci. Stud.
Linlin Liu, Jianfei Yu, Junming Huang, Feng Xia, Tao Jia
2020 — conf
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media.
EMNLP (1)
Rui Xia, Kaizhou Xuan, Jianfei Yu
2020 J jnl
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder.
CoRR
Yufei Tian, Jianfei Yu, Jing Jiang
2020 B conf
Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network.
COLING
Hongjie Cai, Yaofeng Tu, Xiangsheng Zhou, Jianfei Yu, Rui Xia
2020 J jnl
China may need to support more small teams in scientific research.
CoRR
Linlin Liu, Jianfei Yu, Junming Huang, Feng Xia, Tao Jia
2020 — conf
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations.
EMNLP (1)
Jianfei Yu, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu, Rui Xia
2020 A* conf
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction.
ACL
Zixiang Ding, Rui Xia, Jianfei Yu
2020 — conf
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning.
EMNLP (1)
Zixiang Ding, Rui Xia, Jianfei Yu
2020 J jnl
Entity-Sensitive Attention and Fusion Network for Entity-Level Multimodal Sentiment Classification.
IEEE ACM Trans. Audio Speech Lang. Process.
Jianfei Yu, Jing Jiang, Rui Xia
2020 — conf
Hierarchical Multimodal Transformer with Localness and Speaker Aware Attention for Emotion Recognition in Conversations.
NLPCC (2)
Xiao Jin, Jianfei Yu, Zixiang Ding, Rui Xia, Xiangsheng Zhou, Yaofeng Tu
2020 A* conf
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer.
ACL
Jianfei Yu, Jing Jiang, Li Yang, Rui Xia
2020 — conf
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis.
EMNLP (1)
Chenggong Gong, Jianfei Yu, Rui Xia
2019 A* conf
Adapting BERT for Target-Oriented Multimodal Sentiment Classification.
IJCAI
Jianfei Yu, Jing Jiang
2019 A conf
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder.
CIKM
Yufei Tian, Jianfei Yu, Jing Jiang
2019 J jnl
Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Jianfei Yu, Jing Jiang, Rui Xia
2018 — conf
Densely Connected Bidirectional LSTM with Applications to Sentence Classification.
NLPCC (2)
Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, Jian Yang
2018 J jnl
Densely Connected Bidirectional LSTM with Applications to Sentence Classification.
CoRR
Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, Jian Yang
2018 A* conf
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network.
EMNLP
Jianfei Yu, Luís Marujo, Jing Jiang, Pradeep Karuturi, William Brendel
2018 J jnl
Instance-based Domain Adaptation via Multiclustering Logistic Approximation.
IEEE Intell. Syst.
Feng Xu, Jianfei Yu, Rui Xia
2018 A conf
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce.
WSDM
Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen
2017 — conf
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification.
IJCNLP(1)
Jianfei Yu, Jing Jiang
2017 J jnl
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce.
CoRR
Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen
2017 A* conf
Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction.
AAAI
Ying Ding, Jianfei Yu, Jing Jiang
2016 A* conf
Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification.
EMNLP
Jianfei Yu, Jing Jiang
2016 B conf
Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network.
COLING
Jianfei Yu, Jing Jiang
2016 J jnl
Polarity shift detection, elimination and ensemble: A three-stage model for document-level sentiment analysis.
Inf. Process. Manag.
Rui Xia, Feng Xu, Jianfei Yu, Yong Qi, Erik Cambria
2015 — conf
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features.
ACL (2)
Jianfei Yu, Jing Jiang
2014 A* conf
Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation.
AAAI
Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang
2011 — conf
Motion Control with Intentions for Virtual Assembly.
HCI (15)
Jianfei Yu, Dan Zong, Chunpeng Li, Shihong Xia, Zhaoqi Wang