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Jianfei Yu
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Journal Articles
- 2024
- [j10]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): 103724 (2024) - 2023
- [j9]Li Yang
, Jieming Wang
, Jin-Cheon Na, Jianfei Yu
:
Generating paraphrase sentences for multimodal entity-category-sentiment triple extraction. Knowl. Based Syst. 278: 110823 (2023) - [j8]Fanfan Wang
, Zixiang Ding
, Rui Xia
, Zhaoyu Li
, Jianfei Yu
:
Multimodal Emotion-Cause Pair Extraction in Conversations. IEEE Trans. Affect. Comput. 14(3): 1832-1844 (2023) - [j7]Jianfei Yu
, Kai Chen, Rui Xia:
Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis. IEEE Trans. Affect. Comput. 14(3): 1966-1978 (2023) - 2022
- [j6]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): 103038 (2022) - 2021
- [j5]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): 350-362 (2021) - 2020
- [j4]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: 429-439 (2020) - 2019
- [j3]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): 168-177 (2019) - 2018
- [j2]Feng Xu, Jianfei Yu, Rui Xia:
Instance-based Domain Adaptation via Multiclustering Logistic Approximation. IEEE Intell. Syst. 33(1): 78-88 (2018) - 2016
- [j1]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): 36-45 (2016)
Conference and Workshop Papers
- 2024
- [c37]Hongjie Cai, Heqing Ma, Jianfei Yu, Rui Xia:
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis. ACL (1) 2024: 12149-12160 - 2023
- [c36]Debin Xiao, Rui Xia, Jianfei Yu:
Emotion Cause Extraction on Social Media without Human Annotation. ACL (Findings) 2023: 1455-1468 - [c35]Jianfei Yu, Qiankun Zhao, Rui Xia:
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis. ACL (1) 2023: 1456-1470 - [c34]Jianfei Yu, Ziyan Li, Jieming Wang, Rui Xia:
Grounded Multimodal Named Entity Recognition on Social Media. ACL (1) 2023: 9141-9154 - [c33]Zinong Yang, Feng Xu, Jianfei Yu, Rui Xia:
UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set. ACL (Findings) 2023: 12229-12240 - [c32]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: 15445-15459 - [c31]Fanfan Wang
, Jianfei Yu, Rui Xia:
Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge. EMNLP (Findings) 2023: 3952-3963 - [c30]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: 7687-7698 - [c29]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: 3934-3943 - 2022
- [c28]Yan Ling, Jianfei Yu, Rui Xia:
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. ACL (1) 2022: 2149-2159 - [c27]Jianfei Yu, Jieming Wang, Rui Xia, Junjie Li:
Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching. IJCAI 2022: 4482-4488 - [c26]Junjie Li, Jianfei Yu, Rui Xia:
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction. NAACL-HLT 2022: 4219-4229 - 2021
- [c25]Hongjie Cai, Rui Xia, Jianfei Yu:
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions. ACL/IJCNLP (1) 2021: 340-350 - [c24]Jianfei Yu, Chenggong Gong, Rui Xia:
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis. ACL/IJCNLP (Findings) 2021: 4767-4777 - [c23]Hao Chen, Rui Xia, Jianfei Yu:
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification. EMNLP (1) 2021: 269-278 - [c22]Ziheng Liu, Rui Xia, Jianfei Yu:
Comparative Opinion Quintuple Extraction from Product Reviews. EMNLP (1) 2021: 3955-3965 - [c21]Li Yang, Jianfei Yu, Chengzhi Zhang, Jin-Cheon Na:
Fine-Grained Sentiment Analysis of Political Tweets with Entity-Aware Multimodal Network. iConference (1) 2021: 411-420 - 2020
- [c20]Zixiang Ding, Rui Xia, Jianfei Yu:
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction. ACL 2020: 3161-3170 - [c19]Jianfei Yu, Jing Jiang
, Li Yang, Rui Xia:
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer. ACL 2020: 3342-3352 - [c18]Hongjie Cai, Yaofeng Tu, Xiangsheng Zhou, Jianfei Yu, Rui Xia:
Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network. COLING 2020: 833-843 - [c17]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: 1392-1401 - [c16]Zixiang Ding, Rui Xia, Jianfei Yu:
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning. EMNLP (1) 2020: 3574-3583 - [c15]Chenggong Gong, Jianfei Yu, Rui Xia:
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis. EMNLP (1) 2020: 7035-7045 - [c14]Rui Xia, Kaizhou Xuan, Jianfei Yu:
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media. EMNLP (1) 2020: 9042-9051 - [c13]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: 41-53 - 2019
- [c12]Yufei Tian, Jianfei Yu, Jing Jiang:
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder. CIKM 2019: 2061-2064 - [c11]Jianfei Yu, Jing Jiang:
Adapting BERT for Target-Oriented Multimodal Sentiment Classification. IJCAI 2019: 5408-5414 - 2018
- [c10]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: 1097-1102 - [c9]Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, Jian Yang:
Densely Connected Bidirectional LSTM with Applications to Sentence Classification. NLPCC (2) 2018: 278-287 - [c8]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: 682-690 - 2017
- [c7]Ying Ding, Jianfei Yu, Jing Jiang:
Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction. AAAI 2017: 3436-3442 - [c6]Jianfei Yu, Jing Jiang:
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification. IJCNLP(1) 2017: 654-663 - 2016
- [c5]Jianfei Yu, Jing Jiang:
Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network. COLING 2016: 2366-2377 - [c4]Jianfei Yu, Jing Jiang:
Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification. EMNLP 2016: 236-246 - 2015
- [c3]Jianfei Yu, Jing Jiang:
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features. ACL (2) 2015: 168-173 - 2014
- [c2]Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang:
Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation. AAAI 2014: 1600-1606 - 2011
- [c1]Jianfei Yu, Dan Zong, Chunpeng Li, Shihong Xia, Zhaoqi Wang:
Motion Control with Intentions for Virtual Assembly. HCI (15) 2011: 248-257
Informal and Other Publications
- 2024
- [i13]Fanfan Wang, Heqing Ma, Jianfei Yu, Rui Xia, Erik Cambria:
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations. CoRR abs/2405.13049 (2024) - [i12]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 abs/2406.07268 (2024) - [i11]Yidan Sun, Jianfei Yu, Boyang Li:
Multilingual Synopses of Movie Narratives: A Dataset for Story Understanding. CoRR abs/2406.13092 (2024) - 2023
- [i10]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 abs/2306.16956 (2023) - [i9]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 abs/2311.02956 (2023) - 2022
- [i8]Yan Ling, Jianfei Yu, Rui Xia:
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. CoRR abs/2204.07955 (2022) - [i7]Zengzhi Wang, Rui Xia, Jianfei Yu:
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning. CoRR abs/2211.10986 (2022) - 2021
- [i6]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 abs/2101.09426 (2021) - [i5]Fanfan Wang, Zixiang Ding, Rui Xia, Zhaoyu Li, Jianfei Yu:
Multimodal Emotion-Cause Pair Extraction in Conversations. CoRR abs/2110.08020 (2021) - 2020
- [i4]Linlin Liu, Jianfei Yu, Junming Huang, Feng Xia, Tao Jia:
China may need to support more small teams in scientific research. CoRR abs/2003.01108 (2020) - [i3]Yufei Tian, Jianfei Yu, Jing Jiang:
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder. CoRR abs/2004.05755 (2020) - 2018
- [i2]Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, Jian Yang:
Densely Connected Bidirectional LSTM with Applications to Sentence Classification. CoRR abs/1802.00889 (2018) - 2017
- [i1]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 abs/1711.08726 (2017)
Coauthor Index
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