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Tao Shen 0001
Person information
- affiliation: University of Technology Sydney, Sydney, Australia
- affiliation: Microsoft
Other persons with the same name
- Tao Shen — disambiguation page
- Tao Shen 0002
— Zhejiang University, China
- Tao Shen 0003
- Tao Shen 0004
- Tao Shen 0005
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2020 – today
- 2024
- [c55]Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Jianbing Shen, Guodong Long, Can Xu, Daxin Jiang:
Fine-Grained Distillation for Long Document Retrieval. AAAI 2024: 19732-19740 - [c54]Jiazhan Feng, Chongyang Tao, Xiubo Geng, Tao Shen, Can Xu, Guodong Long, Dongyan Zhao, Daxin Jiang:
Synergistic Interplay between Search and Large Language Models for Information Retrieval. ACL (1) 2024: 9571-9583 - [c53]Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates:
Meta-Task Prompting Elicits Embeddings from Large Language Models. ACL (1) 2024: 10141-10157 - [c52]Chongyang Tao, Chang Liu, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang:
ADAM: Dense Retrieval Distillation with Adaptive Dark Examples. ACL (Findings) 2024: 11639-11651 - [c51]Tao Shen, Guodong Long, Xiubo Geng, Chongyang Tao, Yibin Lei, Tianyi Zhou, Michael Blumenstein, Daxin Jiang:
Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever. ACL (Findings) 2024: 15933-15946 - [c50]Yiyuan Yang, Guodong Long, Michael Blumenstein, Xiubo Geng, Chongyang Tao, Tao Shen, Daxin Jiang:
Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment. LREC/COLING 2024: 12977-12987 - [c49]Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates:
Corpus-Steered Query Expansion with Large Language Models. EACL (2) 2024: 393-401 - [c48]Yang Li, Canran Xu, Guodong Long, Tao Shen, Chongyang Tao, Jing Jiang:
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification. EACL (1) 2024: 2977-2988 - [c47]Guobiao Zhang, Xueping Peng, Tao Shen, Guodong Long, Jiasheng Si, Libo Qin, Wenpeng Lu:
Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. EMNLP (Findings) 2024: 13811-13822 - [c46]Xiaohan Xu, Chongyang Tao, Tao Shen, Can Xu, Hongbo Xu, Guodong Long, Jian-Guang Lou, Shuai Ma:
Re-Reading Improves Reasoning in Large Language Models. EMNLP 2024: 15549-15575 - [c45]Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang, Chengqi Zhang:
Federated Prompt Learning for Weather Foundation Models on Devices. IJCAI 2024: 5772-5780 - [c44]Qi Chen
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. WWW (Companion Volume) 2024: 292-301 - [i45]Zhen Li, Xiaohan Xu, Tao Shen, Can Xu, Jia-Chen Gu, Chongyang Tao:
Leveraging Large Language Models for NLG Evaluation: A Survey. CoRR abs/2401.07103 (2024) - [i44]Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou:
A Survey on Knowledge Distillation of Large Language Models. CoRR abs/2402.13116 (2024) - [i43]Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates:
Corpus-Steered Query Expansion with Large Language Models. CoRR abs/2402.18031 (2024) - [i42]Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates:
Meta-Task Prompting Elicits Embedding from Large Language Models. CoRR abs/2402.18458 (2024) - [i41]Yiyuan Yang, Guodong Long, Tao Shen, Jing Jiang, Michael Blumenstein:
Dual-Personalizing Adapter for Federated Foundation Models. CoRR abs/2403.19211 (2024) - [i40]Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang:
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels. CoRR abs/2405.07526 (2024) - 2023
- [j2]Guodong Long
Multi-center federated learning: clients clustering for better personalization. World Wide Web (WWW) 26(1): 481-500 (2023) - [c43]Zhen Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Dongyan Zhao, Xiubo Geng, Daxin Jiang:
FAA: Fine-grained Attention Alignment for Cascade Document Ranking. ACL (1) 2023: 1688-1700 - [c42]Chongyang Tao, Jiazhan Feng, Tao Shen, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang:
CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection. ACL (1) 2023: 3102-3114 - [c41]Yucheng Zhou
Towards Robust Ranker for Text Retrieval. ACL (Findings) 2023: 5387-5401 - [c40]Zhengwei Tao, Zhi Jin, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao, Tao Shen, Chongyang Tao:
UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning. ACL (1) 2023: 7088-7102 - [c39]Weikuan Wang, Tao Shen, Michael Blumenstein, Guodong Long:
Improving Open-Domain Answer Sentence Selection by Distributed Clients with Privacy Preservation. ADMA (5) 2023: 15-29 - [c38]Yang Wang, Xueping Peng
Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. ADMA (3) 2023: 18-32 - [c37]Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Chen
Iterative Proposal Refinement for Weakly-Supervised Video Grounding. CVPR 2023: 6524-6534 - [c36]Chang Liu, Chongyang Tao, Jianxin Liang, Jiazhan Feng, Tao Shen, Quzhe Huang, Dongyan Zhao:
Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning. EMNLP (Findings) 2023: 4452-4463 - [c35]Ziyang Luo, Pu Zhao, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Jing Ma, Qingwei Lin, Daxin Jiang:
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval. ICCV 2023: 11172-11183 - [c34]Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang:
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval. ICLR 2023 - [c33]Yufei Wang, Jiayi Zheng, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Daxin Jiang:
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP. ICLR 2023 - [c32]Zefeng Cai, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Xin Alex Lin, Liang He, Daxin Jiang:
HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization. ICLR 2023 - [c31]Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang:
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data. IJCAI 2023: 3532-3540 - [c30]Tao Shen
UnifieR: A Unified Retriever for Large-Scale Retrieval. KDD 2023: 4787-4799 - [c29]Jiazhan Feng
Dimension-Prompts Boost Commonsense Consolidation. SIGIR 2023: 1934-1938 - [c28]Kai Zhang
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval. WWW 2023: 3203-3213 - [i39]Shengchao Chen
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data. CoRR abs/2301.09152 (2023) - [i38]Ziyang Luo, Pu Zhao, Can Xu, Xiubo Geng, Tao Shen
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval. CoRR abs/2302.02908 (2023) - [i37]Tao Shen
Large Language Models are Strong Zero-Shot Retriever. CoRR abs/2304.14233 (2023) - [i36]Jiazhan Feng, Chongyang Tao, Xiubo Geng, Tao Shen, Can Xu, Guodong Long, Dongyan Zhao, Daxin Jiang:
Knowledge Refinement via Interaction Between Search Engines and Large Language Models. CoRR abs/2305.07402 (2023) - [i35]Shengchao Chen, Guodong Long, Tao Shen, Tianyi Zhou, Jing Jiang:
Spatial-temporal Prompt Learning for Federated Weather Forecasting. CoRR abs/2305.14244 (2023) - [i34]Xiaohan Xu, Chongyang Tao, Tao Shen, Can Xu, Hongbo Xu, Guodong Long, Jianguang Lou:
Re-Reading Improves Reasoning in Language Models. CoRR abs/2309.06275 (2023) - [i33]Yucheng Zhou, Xiubo Geng, Tao Shen, Chongyang Tao, Guodong Long, Jian-Guang Lou, Jianbing Shen:
Thread of Thought Unraveling Chaotic Contexts. CoRR abs/2311.08734 (2023) - [i32]Kaiwen Yang, Tao Shen, Xinmei Tian, Xiubo Geng, Chongyang Tao, Dacheng Tao, Tianyi Zhou:
Good Questions Help Zero-Shot Image Reasoning. CoRR abs/2312.01598 (2023) - 2022
- [c27]Yucheng Zhou
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification. ACL (1) 2022: 2559-2575 - [c26]Jia Li, Yuyuan Zhao, Zhi Jin, Ge Li, Tao Shen
SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. CIKM 2022: 1114-1123 - [c25]Jiazhan Feng, Chongyang Tao, Zhen Li, Chang Liu, Tao Shen
Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. COLING 2022: 389-399 - [c24]Tao Shen
Social Norms-Grounded Machine Ethics in Complex Narrative Situation. COLING 2022: 1333-1343 - [c23]Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen
Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. EMNLP 2022: 10652-10658 - [c22]Qiyu Wu, Chongyang Tao, Tao Shen
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. EMNLP 2022: 12052-12066 - [c21]Yang Li, Guodong Long, Tao Shen
Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. NAACL-HLT (Findings) 2022: 316-326 - [c20]Yucheng Zhou
EventBERT: A Pre-Trained Model for Event Correlation Reasoning. WWW 2022: 850-859 - [e2]Weitong Chen, Lina Yao, Taotao Cai
Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13725, Springer 2022, ISBN 978-3-031-22063-0 [contents] - [e1]Weitong Chen, Lina Yao, Taotao Cai
Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13726, Springer 2022, ISBN 978-3-031-22136-1 [contents] - [i31]Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang:
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. CoRR abs/2201.12093 (2022) - [i30]Yucheng Zhou, Tao Shen, Xiubo Geng, Guodong Long, Daxin Jiang:
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification. CoRR abs/2203.02225 (2022) - [i29]Tao Shen
UnifieR: A Unified Retriever for Large-Scale Retrieval. CoRR abs/2205.11194 (2022) - [i28]Yucheng Zhou, Tao Shen
Towards Robust Ranker for Text Retrieval. CoRR abs/2206.08063 (2022) - [i27]Yufei Wang, Jiayi Zheng, Can Xu, Xiubo Geng, Tao Shen
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP. CoRR abs/2206.10265 (2022) - [i26]Kai Zhang, Chongyang Tao, Tao Shen
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval. CoRR abs/2208.13661 (2022) - [i25]Tao Shen
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval. CoRR abs/2208.14754 (2022) - [i24]Yang Li, Canran Xu, Tao Shen
CCPrompt: Counterfactual Contrastive Prompt-Tuning for Many-Class Classification. CoRR abs/2211.05987 (2022) - [i23]Chang Liu, Chongyang Tao, Xiubo Geng, Tao Shen
Adam: Dense Retrieval Distillation with Adaptive Dark Examples. CoRR abs/2212.10192 (2022) - [i22]Yucheng Zhou, Tao Shen
Fine-Grained Distillation for Long Document Retrieval. CoRR abs/2212.10423 (2022) - 2021
- [j1]Qian Liu
Domain-specific meta-embedding with latent semantic structures. Inf. Sci. 555: 410-423 (2021) - [c19]Yucheng Zhou
Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning. ACL/IJCNLP (Findings) 2021: 4586-4596 - [c18]Ming Xie, Jing Jiang, Tao Shen
A Green Pipeline for Out-of-Domain Public Sentiment Analysis. ADMA 2021: 190-202 - [c17]Bo Wang, Tao Shen
Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction. EMNLP (Findings) 2021: 3002-3012 - [c16]Xueping Peng
Sequential Diagnosis Prediction with Transformer and Ontological Representation. ICDM 2021: 489-498 - [c15]Yucheng Zhou
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph. NAACL-HLT 2021: 5822-5834 - [c14]Bo Wang
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion. WWW 2021: 1737-1748 - [i21]Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang:
MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. CoRR abs/2107.09288 (2021) - [i20]Guodong Long, Tao Shen, Yue Tan, Leah Gerrard, Allison Clarke, Jing Jiang:
Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health. CoRR abs/2108.10761 (2021) - [i19]Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang:
Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction. CoRR abs/2109.02403 (2021) - [i18]Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang:
Sequential Diagnosis Prediction with Transformer and Ontological Representation. CoRR abs/2109.03069 (2021) - [i17]Yang Li, Guodong Long, Tao Shen, Jing Jiang:
Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. CoRR abs/2109.09036 (2021) - [i16]Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang:
EventBERT: A Pre-Trained Model for Event Correlation Reasoning. CoRR abs/2110.06533 (2021) - 2020
- [c13]Yang Li, Guodong Long, Tao Shen
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction. AAAI 2020: 8269-8276 - [c12]Hao Huang, Guodong Long, Tao Shen
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion. COLING 2020: 556-567 - [c11]Yang Li, Tao Shen
Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention. COLING 2020: 1653-1664 - [c10]Tao Shen
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning. EMNLP (1) 2020: 8980-8994 - [c9]Xueping Peng
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. ICDM 2020: 412-421 - [c8]Tao Shen
Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering. IJCAI 2020: 2227-2233 - [c7]Xueping Peng
Self-attention Enhanced Patient Journey Understanding in Healthcare System. ECML/PKDD (3) 2020: 719-735 - [i15]Tao Shen, Yi Mao, Pengcheng He, Guodong Long, Adam Trischler, Weizhu Chen:
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning. CoRR abs/2004.14224 (2020) - [i14]Bo Wang
Semantic Triple Encoder for Fast Open-Set Link Prediction. CoRR abs/2004.14781 (2020) - [i13]Ming Xie, Guodong Long, Tao Shen, Tianyi Zhou, Xianzhi Wang, Jing Jiang:
Multi-Center Federated Learning. CoRR abs/2005.01026 (2020) - [i12]Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang:
Self-Attention Enhanced Patient Journey Understanding in Healthcare System. CoRR abs/2006.10516 (2020) - [i11]Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang:
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. CoRR abs/2009.13252 (2020) - [i10]Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou, Chengqi Zhang:
Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention. CoRR abs/2010.03773 (2020) - [i9]Hao Huang, Guodong Long, Tao Shen, Jing Jiang, Chengqi Zhang:
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion. CoRR abs/2010.04863 (2020)
2010 – 2019
- 2019
- [c6]Tao Shen
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base. EMNLP/IJCNLP (1) 2019: 2442-2451 - [c5]Xueping Peng
Temporal Self-Attention Network for Medical Concept Embedding. ICDM 2019: 498-507 - [c4]Tao Shen
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. NAACL-HLT (1) 2019: 1256-1266 - [i8]Tao Shen, Xiubo Geng, Tao Qin, Guodong Long, Jing Jiang, Daxin Jiang:
Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering. CoRR abs/1909.02762 (2019) - [i7]Xueping Peng
Temporal Self-Attention Network for Medical Concept Embedding. CoRR abs/1909.06886 (2019) - [i6]Tao Shen, Xiubo Geng, Tao Qin, Daya Guo, Duyu Tang, Nan Duan, Guodong Long, Daxin Jiang:
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base. CoRR abs/1910.05069 (2019) - [i5]Yang Li, Guodong Long, Tao Shen, Tianyi Zhou, Lina Yao, Huan Huo, Jing Jiang:
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction. CoRR abs/1911.11899 (2019) - 2018
- [c3]Tao Shen
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. AAAI 2018: 5446-5455 - [c2]Tao Shen
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling. ICLR (Poster) 2018 - [c1]Tao Shen
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling. IJCAI 2018: 4345-4352 - [i4]Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Sen Wang, Chengqi Zhang:
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling. CoRR abs/1801.10296 (2018) - [i3]Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang:
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling. CoRR abs/1804.00857 (2018) - [i2]Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang:
Fast Directional Self-Attention Mechanism. CoRR abs/1805.00912 (2018) - 2017
- [i1]Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang:
DiSAN: Directional Self-Attention Network for RNN/CNN-free Language Understanding. CoRR abs/1709.04696 (2017)
Coauthor Index
[c55] [c54] [c51] [c50] [c48] [c47] [c46] [c45] [i41] [j2] [c41] [c39] [c38] [c31] [c30] [i39] [i37] [i36] [i35] [i34] [i33] [c27] [c21] [c20] [i30] [i28] [i24] [i22] [c17] [c16] [c14] [i21] [i20] [i19] [i18] [i17] [i16] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [c6] [c5] [c4] [i8] [i7] [i6] [i5] [c3] [c2] [c1] [i4] [i3] [i2] [i1]
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