Yafeng Ren

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 75

Top Topics

Semantic Role Labeling

Sentiment Classification

Electronic Health Records

Top Venues

Inf. Process. Manag.

Publications

Hongbin Zhang, Lang Hu, Weinan Liang, Zhijie Li, Meng Yuan, Yiyuan Ye, Zelin Wang, Yafeng Ren, Xiong Li
BCT-OFD: bridging CNN and transformer via online feature distillation for COVID-19 image recognition. Int. J. Mach. Learn. Cybern. 15 (6) (2024)
Junchi Zhang, Tao Chen, Songtao Li, Ming Zhang, Yafeng Ren, Jun Wan
A graph propagation model with rich event structures for joint event relation extraction. Inf. Process. Manag. 61 (5) (2024)
Hongbin Zhang, Meng Yuan, Lang Hu, Wengang Wang, Zhijie Li, Yiyuan Ye, Yafeng Ren, Donghong Ji
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis. Int. J. Mach. Learn. Cybern. 15 (7) (2024)
Yafeng Ren, Zilin Wang, Qiong Peng, Donghong Ji
A knowledge-augmented neural network model for sarcasm detection. Inf. Process. Manag. 60 (6) (2023)
Hao Fei, Tat-Seng Chua, Chenliang Li, Donghong Ji, Meishan Zhang, Yafeng Ren
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training. ACM Trans. Inf. Syst. 41 (2) (2023)
Hao Fei, Tat-Seng Chua, Chenliang Li, Donghong Ji, Meishan Zhang, Yafeng Ren
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training. CoRR (2023)
Yafeng Ren, Zilin Wang
A Tree-structured Neural Network Model for Joint Extraction of Adverse Drug Events. BIBM (2023)
Han Ren, Hai Wang, Yajie Zhao, Yafeng Ren
Time-Aware Language Modeling for Historical Text Dating. EMNLP (Findings) (2023)
Hao Fei, Yafeng Ren, Yue Zhang, Donghong Ji
Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Hongbin Zhang, Zhijie Li, Wengang Wang, Lang Hu, Jiayue Xu, Meng Yuan, Zelin Wang, Yafeng Ren, Yiyuan Ye
Multi-supervised bidirectional fusion network for road-surface condition recognition. PeerJ Comput. Sci. 9 (2023)
Hao Fei, Shengqiong Wu, Meishan Zhang, Yafeng Ren, Donghong Ji
Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph. CoRR (2022)
Hao Fei, Shengqiong Wu, Meishan Zhang, Yafeng Ren, Donghong Ji
Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph. IJCAI (2022)
Hao Fei, Shengqiong Wu, Yafeng Ren, Meishan Zhang
Matching Structure for Dual Learning. ICML (2022)
Yafeng Ren, Mengxiang Yan, Donghong Ji
A hierarchical neural network model with user and product attention for deceptive reviews detection. Inf. Sci. 604 (2022)
Hao Fei, Jingye Li, Yafeng Ren, Meishan Zhang, Donghong Ji
Making Decision like Human: Joint Aspect Category Sentiment Analysis and Rating Prediction with Fine-to-Coarse Reasoning. WWW (2022)
Hao Fei, Yue Zhang, Yafeng Ren, Donghong Ji
Optimizing Attention for Sequence Modeling via Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Hao Fei, Donghong Ji, Bobo Li, Yijiang Liu, Yafeng Ren, Fei Li
Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks. AAAI (2021)
Shengqiong Wu, Hao Fei, Yafeng Ren, Donghong Ji, Jingye Li
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic Knowledge. CoRR (2021)
Hao Fei, Yuanpei Guo, Bobo Li, Donghong Ji, Yafeng Ren
Adversarial shared-private model for cross-domain clinical text entailment recognition. Knowl. Based Syst. 221 (2021)
Hao Fei, Yafeng Ren, Yue Zhang, Donghong Ji, Xiaohui Liang
Enriching contextualized language model from knowledge graph for biomedical information extraction. Briefings Bioinform. 22 (3) (2021)
Kun Zhao, Donghong Ji, Fazhi He, Yijiang Liu, Yafeng Ren
Document-level event causality identification via graph inference mechanism. Inf. Sci. 561 (2021)
Shengqiong Wu, Hao Fei, Yafeng Ren, Donghong Ji, Jingye Li
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge. IJCAI (2021)
Jingye Li, Kang Xu, Fei Li, Hao Fei, Yafeng Ren, Donghong Ji
MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction. ACL/IJCNLP (Findings) (2021)
Shengqiong Wu, Hao Fei, Yafeng Ren, Bobo Li, Fei Li, Donghong Ji
High-Order Pair-Wise Aspect and Opinion Terms Extraction With Edge-Enhanced Syntactic Graph Convolution. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Qiji Zhou, Donghong Ji, Yafeng Ren, Hao Tang
Dual-copying mechanism and dynamic emotion dictionary for generating emotional responses. Neurocomputing 454 (2021)
Junchi Zhang, Wenzhi Huang, Donghong Ji, Yafeng Ren
Globally normalized neural model for joint entity and event extraction. Inf. Process. Manag. 58 (5) (2021)
Hao Fei, Yafeng Ren, Shengqiong Wu, Bobo Li, Donghong Ji
Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Variational Approach from Fine-Grained Perspective. WWW (2021)
Hao Fei, Shengqiong Wu, Yafeng Ren, Fei Li, Donghong Ji
Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling. ACL/IJCNLP (Findings) (2021)
Hao Fei, Yue Zhang, Yafeng Ren, Donghong Ji
A span-graph neural model for overlapping entity relation extraction in biomedical texts. Bioinform. 37 (11) (2021)
Hao Fei, Shengqiong Wu, Yafeng Ren, Donghong Ji
Second-Order Semantic Role Labeling With Global Structural Refinement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Hao Fei, Donghong Ji, Yue Zhang, Yafeng Ren
Topic-Enhanced Capsule Network for Multi-Label Emotion Classification. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Hao Fei, Yafeng Ren, Donghong Ji
High-order Refining for End-to-end Chinese Semantic Role Labeling. CoRR (2020)
Bobo Li, Hao Fei, Yafeng Ren, Donghong Ji
Nominal Compound Chain Extraction: A New Task for Semantic-Enriched Lexical Chain. NLPCC (1) (2020)
Hao Fei, Yue Zhang, Yafeng Ren, Donghong Ji
Latent Emotion Memory for Multi-Label Emotion Classification. AAAI (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction. Inf. Process. Manag. 57 (6) (2020)
Donghong Ji, Peng Tao, Hao Fei, Yafeng Ren
An end-to-end joint model for evidence information extraction from court record document. Inf. Process. Manag. 57 (6) (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Retrofitting Structure-aware Transformer Language Model for End Tasks. EMNLP (1) (2020)
Ming Cheng, Xiaolei Zhao, Xianfei Ding, Jianbo Gao, Shufeng Xiong, Yafeng Ren
Prediction of blood culture outcome using hybrid neural network model based on electronic health records. BMC Medical Informatics Decis. Mak. (3) (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Improving Text Understanding via Deep Syntax-Semantics Communication. EMNLP (Findings) (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Negation and speculation scope detection using recursive neural conditional random fields. Neurocomputing 374 (2020)
Hao Fei, Yafeng Ren, Donghong Ji
High-order Refining for End-to-end Chinese Semantic Role Labeling. AACL/IJCNLP (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP. CoRR (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Dispatched attention with multi-task learning for nested mention recognition. Inf. Sci. 513 (2020)
Hao Fei, Yafeng Ren, Donghong Ji
A tree-based neural network model for biomedical event trigger detection. Inf. Sci. 512 (2020)
Donghong Ji, Jun Gao, Hao Fei, Chong Teng, Yafeng Ren
A deep neural network model for speakers coreference resolution in legal texts. Inf. Process. Manag. 57 (6) (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP. EMNLP (Findings) (2020)
Bobo Li, Hao Fei, Yafeng Ren, Donghong Ji
Nominal Compound Chain Extraction: A New Task for Semantic-enriched Lexical Chain. CoRR (2020)
Hao Fei, Yafeng Ren, Donghong Ji
Retrofitting Structure-aware Transformer Language Model for End Tasks. CoRR (2020)
Bing Han, Xiaohui Yang, Yafeng Ren, Wanggui Lan
Comparisons of different deep learning-based methods on fault diagnosis for geared system. Int. J. Distributed Sens. Networks 15 (11) (2019)
Ming Cheng, Liming Li, Yafeng Ren, Yinxia Lou, Jianbo Gao
A Hybrid Method to Extract Clinical Information From Chinese Electronic Medical Records. IEEE Access 7 (2019)
Dejun Zhang, Mingbo Hong, Lu Zou, Fei Han, Fazhi He, Zhigang Tu, Yafeng Ren
Attention Pooling-Based Bidirectional Gated Recurrent Units Model for Sentimental Classification. Int. J. Comput. Intell. Syst. 12 (2) (2019)
Hao Fei, Yafeng Ren, Donghong Ji
Implicit Objective Network for Emotion Detection. NLPCC (1) (2019)
Yafeng Ren, Hao Fei, Donghong Ji
Drug-Drug Interaction Extraction Using a Span-based Neural Network Model. BIBM (2019)
Yafeng Ren, Hao Fei, Xiaohui Liang, Donghong Ji, Ming Cheng
A hybrid neural network model for predicting kidney disease in hypertension patients based on electronic health records. BMC Medical Informatics Decis. Mak. (2) (2019)
Hao Fei, Yafeng Ren, Donghong Ji
Recognizing Nested Named Entity in Biomedical Texts: A Neural Network Model with Multi-Task Learning. BIBM (2019)
Yafeng Ren, Donghong Ji
Learning to Detect Deceptive Opinion Spam: A Survey. IEEE Access 7 (2019)
Chunli Xiang, Yafeng Ren, Donghong Ji
Identifying Implicit Polarity of Events by Using an Attention-Based Neural Network Model. IEEE Access 7 (2019)
Yafeng Ren, Donghong Ji, Han Ren
Context-augmented convolutional neural networks for twitter sarcasm detection. Neurocomputing 308 (2018)
Han Ren, Jing Wan, Yafeng Ren, Wenhe Feng
Answer Ranking Based on Language Phenomenon Recognition. CLSW (2018)
Yafeng Ren, Hao Fei, Qiong Peng
Detecting the Scope of Negation and Speculation in Biomedical Texts by Using Recursive Neural Network. BIBM (2018)
Yafeng Ren, Hao Fei, Han Ren
Neural Networks for Bacterial Named Entity Recognition. BIBM (2018)
Dejun Zhang, Long Tian, Mingbo Hong, Fei Han, Yafeng Ren, Yilin Chen
Combining Convolution Neural Network and Bidirectional Gated Recurrent Unit for Sentence Semantic Classification. IEEE Access 6 (2018)
Han Ren, Yafeng Ren, Jing Wan
The GDUFS System in NTCIR-13 ECA Task. NTCIR (2017)
Han Ren, Yafeng Ren, Xia Li, Wenhe Feng, Maofu Liu
Natural Logic Inference for Emotion Detection. CCL (2017)
Chen Lyu, Bo Chen, Yafeng Ren, Donghong Ji
Long short-term memory RNN for biomedical named entity recognition. BMC Bioinform. 18 (1) (2017)
Yafeng Ren, Donghong Ji
Neural networks for deceptive opinion spam detection: An empirical study. Inf. Sci. 385 (2017)
Yafeng Ren, Jiayuan Deng, Dong-Hong Ji
Twitter Normalization via 1-to-N Recovering. WISE (1) (2016)
Yafeng Ren, Yue Zhang
Deceptive Opinion Spam Detection Using Neural Network. COLING (2016)
Rui Sun, Zhenchao Wang, Yafeng Ren, Dong-Hong Ji
Query-Biased Multi-document Abstractive Summarization via Submodular Maximization Using Event Guidance. WAIM (1) (2016)
Yafeng Ren, Ruimin Wang, Donghong Ji
A topic-enhanced word embedding for Twitter sentiment classification. Inf. Sci. 369 (2016)
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji
Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings. AAAI (2016)
Hongbin Zhang, Donghong Ji, Lan Yin, Yafeng Ren
基于梯度核特征及N-gram模型的商品图像句子标注 (Product Image Sentence Annotation Based on Gradient Kernel Feature and N-gram Model). 计算机科学 43 (5) (2016)
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji
Context-Sensitive Twitter Sentiment Classification Using Neural Network. AAAI (2016)
Zelin Wang, Zhijian Wu, Ruimin Wang, Yafeng Ren
Twitter Sarcasm Detection Exploiting a Context-Based Model. WISE (1) (2015)
Tao Qian, Yue Zhang, Meishan Zhang, Yafeng Ren, Dong-Hong Ji
A Transition-based Model for Joint Segmentation, POS-tagging and Normalization. EMNLP (2015)
Yafeng Ren, Donghong Ji, Hongbin Zhang
Positive Unlabeled Learning for Deceptive Reviews Detection. EMNLP (2014)