Xinyu Dai

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 121

Top Venues

Publications

Sen Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
Multi-Candidate Speculative Decoding. CoRR (2024)
Shangyu Xing, Fei Zhao, Zhen Wu, Tuo An, Weihao Chen, Chunhui Li, Jianbing Zhang, Xinyu Dai
EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models. CoRR (2024)
Dexuan Huo, Jilin Zhang, Xinyu Dai, Pingping Zhang, Shumin Zhang, Xiao Yang, Jiachuang Wang, Mengwei Liu, Xuhui Sun, Hong Chen
A Bio-Inspired Spiking Neural Network with Few-Shot Class-Incremental Learning for Gas Recognition. Sensors 23 (5) (2023)
Zihan Yu, Liang He, Zhen Wu, Xinyu Dai, Jiajun Chen
Towards Better Chain-of-Thought Prompting Strategies: A Survey. CoRR (2023)
Kanzhi Cheng, Zheng Ma, Shi Zong, Jianbing Zhang, Xinyu Dai, Jiajun Chen
ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora. CoRR (2023)
Shangyu Xing, Fei Zhao, Zhen Wu, Chunhui Li, Jianbing Zhang, Xinyu Dai
DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking. CoRR (2023)
Yongchang Cao, Liang He, Zhen Wu, Xinyu Dai
Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model. IJCNN (2023)
Yawen Ouyang, Yongchang Cao, Yuan Gao, Zhen Wu, Jianbing Zhang, Xinyu Dai
On Prefix-tuning for Lightweight Out-of-distribution Detection. ACL (1) (2023)
Sen Yang, Shujian Huang, Wei Zou, Jianbing Zhang, Xinyu Dai, Jiajun Chen
Local Interpretation of Transformer Based on Linear Decomposition. ACL (1) (2023)
Liang He, Hongke Wang, Yongchang Cao, Zhen Wu, Jianbing Zhang, Xinyu Dai
MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation. CoRR (2023)
Fei Zhao, Taotian Pang, Zhen Wu, Zheng Ma, Shujian Huang, Xinyu Dai
Dynamic Demonstrations Controller for In-Context Learning. CoRR (2023)
Ting Xu, Zhen Wu, Huiyun Yang, Xinyu Dai
FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction. CoRR (2023)
Robert Ridley, Zhen Wu, Jianbing Zhang, Shujian Huang, Xinyu Dai
Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain. EMNLP (2023)
Pengfei Sun, Dingjie Song, Yawen Ouyang, Zhen Wu, Xinyu Dai
Episode-Based Prompt Learning for Any-Shot Intent Detection. NLPCC (1) (2023)
Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao, Xinyu Dai
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction. ACL (Findings) (2023)
Nantao Zheng, Siyu Long, Xinyu Dai
BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction. 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)
Yongchang Cao, Liang He, Zhen Wu, Xinyu Dai
Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model. CoRR (2023)
Yuanhang Tang, Yawen Ouyang, Zhen Wu, Baohua Zhang, Jiaying Zhang, Xinyu Dai
IDOS: A Unified Debiasing Method via Word Shuffling. NLPCC (2) (2023)
Dexuan Huo, Jilin Zhang, Xinyu Dai, Jian Zhang, Chunqi Qian, Kea-Tiong Tang, Hong Chen
ANP-G: A 28nm 1.04pJ/SOP Sub-mm2 Spiking and Back-propagation Hybrid Neural Network Asynchronous Olfactory Processor Enabling Few-shot Class-incremental On-chip Learning. VLSI Technology and Circuits (2023)
Zhen Wu, Yizhe Lu, Xinyu Dai
An Empirical Study and Improvement for Speech Emotion Recognition. CoRR (2023)
Fei Zhao, Chunhui Li, Zhen Wu, Yawen Ouyang, Jianbing Zhang, Xinyu Dai
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis. EMNLP (2023)
Fei Zhao, Chunhui Li, Zhen Wu, Yawen Ouyang, Jianbing Zhang, Xinyu Dai
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis. CoRR (2023)
Qi Guo, Yuanhang Tang, Yawen Ouyang, Zhen Wu, Xinyu Dai
Debias NLU Datasets via Training-free Perturbations. EMNLP (Findings) (2023)
Shangyu Xing, Fei Zhao, Zhen Wu, Chunhui Li, Jianbing Zhang, Xinyu Dai
DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking. ACM Multimedia (2023)
Liang He, Hongke Wang, Yongchang Cao, Zhen Wu, Jianbing Zhang, Xinyu Dai
MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation. ACM Multimedia (2023)
Zhen Wu, Yizhe Lu, Xinyu Dai
An Empirical Study and Improvement for Speech Emotion Recognition. ICASSP (2023)
Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao, Xinyu Dai
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction. CoRR (2023)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. ACL (1) (2022)
Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou
Zero-Shot 3D Drug Design by Sketching and Generating. NeurIPS (2022)
Zhen Wu, Xinyu Dai, Rui Xia
Pairwise tagging framework for end-to-end emotion-cause pair extraction. Frontiers Comput. Sci. 17 (2) (2022)
Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou
Zero-Shot 3D Drug Design by Sketching and Generating. CoRR (2022)
Kanzhi Cheng, Zheng Ma, Shi Zong, Jianbing Zhang, Xinyu Dai, Jiajun Chen
ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora. NLPCC (1) (2022)
Yawen Ouyang, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
Towards Multi-label Unknown Intent Detection. COLING (2022)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. CoRR (2022)
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen
Alleviating the Inequality of Attention Heads for Neural Machine Translation. COLING (2022)
Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen
Analyzing the Intensity of Complaints on Social Media. NAACL-HLT (Findings) (2022)
Fei Zhao, Chunhui Li, Zhen Wu, Shangyu Xing, Xinyu Dai
Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER. ACM Multimedia (2022)
Xi'ao Su, Ran Wang, Xinyu Dai
Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification. ACL (2) (2022)
Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective. CoRR (2022)
Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen
Structure-Unified M-Tree Coding Solver for Math Word Problem. EMNLP (2022)
Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen
Analyzing the Intensity of Complaints on Social Media. CoRR (2022)
Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection. CoRR (2022)
Xuan Wu, Xinhao Zhu, Yizheng Zhao, Xinyu Dai
Differentiable Fuzzy ALC: A Neural-Symbolic Representation Language for Symbol Grounding. CoRR (2022)
Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective. EMNLP (Findings) (2022)
Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen
Structure-Unified M-Tree Coding Solver for MathWord Problem. CoRR (2022)
Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification. COLING (2022)
Xingyuan Chen, Peng Jin, Ping Cai, Hongjun Wang, Xinyu Dai, Jiajun Chen
The detection of distributional discrepancy for language GANs. Connect. Sci. 34 (1) (2022)
Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection. EMNLP (Findings) (2022)
Jianye Xie, Haotong Sun, Junsheng Zhou, Weiguang Qu, Xinyu Dai
Event Detection as Graph Parsing. ACL/IJCNLP (Findings) (2021)
Xinyu Dai, Zhecheng Yang, Zhihua Wang, Baojun Mai, Binjie Zhu, Hong Chen
. EMBC (2021)
Pengfei Sun, Yawen Ouyang, Wenming Zhang, Xinyu Dai
MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification. IJCAI (2021)
Wei Yuan, Tieke He, Xinyu Dai
Improving Neural Question Generation using Deep Linguistic Representation. WWW (2021)
Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen
Dual Side Deep Context-aware Modulation for Social Recommendation. CoRR (2021)
Jiahuan Li, Yutong Shen, Shujian Huang, Xinyu Dai, Jiajun Chen
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation. ACL/IJCNLP (2) (2021)
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
Non-Autoregressive Translation by Learning Target Categorical Codes. CoRR (2021)
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
Non-Autoregressive Translation by Learning Target Categorical Codes. NAACL-HLT (2021)
Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost. CoRR (2021)
Jianbing Zhang, Peng Wu, Yingjie Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
Integrating heterogeneous thesauruses for Chinese synonyms. Frontiers Comput. Sci. 15 (2) (2021)
Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost. NAACL-HLT (2021)
Ran Wang, Xi'ao Su, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification. EMNLP (1) (2021)
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen
Energy-based Unknown Intent Detection with Data Manipulation. ACL/IJCNLP (Findings) (2021)
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen
Energy-based Unknown Intent Detection with Data Manipulation. CoRR (2021)
Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen
Dual Side Deep Context-aware Modulation for Social Recommendation. WWW (2021)
Ran Wang, Robert Ridley, Xi'ao Su, Weiguang Qu, Xinyu Dai
A novel reasoning mechanism for multi-label text classification. Inf. Process. Manag. 58 (2) (2021)
Xingyuan Chen, Peng Jin, Yanzhe Li, Jiuhua Zhang, Xinyu Dai, Jiajun Chen
Adversarial subsequences for unconditional text generation. Comput. Speech Lang. 70 (2021)
Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification. CoRR (2020)
Fei Zhao, Zhen Wu, Xinyu Dai
Attention Transfer Network for Aspect-level Sentiment Classification. CoRR (2020)
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen
Alleviating the Inequality of Attention Heads for Neural Machine Translation. CoRR (2020)
Fei Zhao, Zhen Wu, Xinyu Dai
Attention Transfer Network for Aspect-level Sentiment Classification. COLING (2020)
Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen
Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis. CoRR (2020)
Robert Ridley, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen
Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring. CoRR (2020)
Zewei Sun, Shujian Huang, Hao-Ran Wei, Xinyu Dai, Jiajun Chen
Generating Diverse Translation by Manipulating Multi-Head Attention. AAAI (2020)
Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia
Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction. EMNLP (Findings) (2020)
Chunyang Tan, Kaijia Yang, Xinyu Dai, Shujian Huang, Jiajun Chen
MSGE: A Multi-step Gated Model for Knowledge Graph Completion. PAKDD (1) (2020)
Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen
A Reinforced Generation of Adversarial Examples for Neural Machine Translation. ACL (2020)
Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang, Jiajun Chen
Dialogue State Tracking with Explicit Slot Connection Modeling. ACL (2020)
Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction. CoRR (2020)
Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen
Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis. NLPCC (2) (2020)
Kaijia Yang, Nantao Zheng, Xinyu Dai, Liang He, Shujian Huang, Jiajun Chen
Enhance Prototypical Network with Text Descriptions for Few-shot Relation Classification. CIKM (2020)
Ran Wang, Kun Tao, Dingjie Song, Zhilong Zhang, Xiao Ma, Xi'ao Su, Xinyu Dai
R3: A Reading Comprehension Benchmark Requiring Reasoning Processes. CoRR (2020)
Jiahuan Li, Yu Bao, Shujian Huang, Xinyu Dai, Jiajun Chen
Explicit Semantic Decomposition for Definition Generation. ACL (2020)
Hongzhu Cui, Chong Zhou, Xinyu Dai, Yuting Liang, Randy C. Paffenroth, Dmitry Korkin
Boosting gene expression clustering with system-wide biological information: a robust autoencoder approach. Int. J. Comput. Biol. Drug Des. 13 (1) (2020)
Siyu Long, Ran Wang, Kun Tao, Jiali Zeng, Xinyu Dai
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension. COLING (2020)
Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification. NLPCC (1) (2020)
Xingyuan Chen, Ping Cai, Peng Jin, Hongjun Wang, Xinyu Dai, Jiajun Chen
A Discriminator Improves Unconditional Text Generation without Updating the Generator. CoRR (2020)
Danhao Zhu, Xinyu Dai, Kaijia Yang, Jiajun Chen, Yong He
PCANE: Preserving Context Attributes for Network Embedding. PAKDD (3) (2019)
Ran Wang, Yang Song, Xinyu Dai
MSNE: A Novel Markov Chain Sampling Strategy for Network Embedding. PAKDD (3) (2019)
Huiyun Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation. CoRR (2019)
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen
Generating Sentences from Disentangled Syntactic and Semantic Spaces. CoRR (2019)
Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level. CoRR (2019)
Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen
A Reinforced Generation of Adversarial Samples for Neural Machine Translation. CoRR (2019)
Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level. EMNLP/IJCNLP (1) (2019)
Xingyuan Chen, Yanzhe Li, Peng Jin, Jiuhua Zhang, Xinyu Dai, Jiajun Chen, Gang Song
Adversarial Sub-sequence for Text Generation. CoRR (2019)
Kaijia Yang, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen
Exploiting Noisy Data in Distant Supervision Relation Classification. NAACL-HLT (1) (2019)
Zhiwei Zhang, Lingling Zhang, Hao Zhang, Weizhuo He, Zequn Sun, Gong Cheng, Qizhi Liu, Xinyu Dai, Yuzhong Qu
Towards Answering Geography Questions in Gaokao: A Hybrid Approach. CCKS (2018)
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention. NAACL-HLT (2018)
Guang-Neng Hu, Xinyu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback. ACM Trans. Knowl. Discov. Data 12 (2) (2018)
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu
Modeling Past and Future for Neural Machine Translation. Trans. Assoc. Comput. Linguistics 6 (2018)
Jianbing Zhang, Yixin Sun, Shujian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xinyu Dai, Jiajun Chen, Yang Yu
AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles. IJCAI (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xinyu Dai