DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. - Tao Shen 001; Tianyi Zhou 001; Guodong Long; Jing Jiang 002; Shirui Pan; Chengqi Zhang (AAAI, 2018)

Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling. - Tao Shen 001; Tianyi Zhou 001; Guodong Long; Jing Jiang 002; Chengqi Zhang (ICLR (Poster), 2018)

Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling. - Tao Shen 001; Tianyi Zhou 001; Guodong Long; Jing Jiang 002; Sen Wang 001; Chengqi Zhang (IJCAI, 2018)

Fast Directional Self-Attention Mechanism. - Tao Shen 001; Tianyi Zhou 001; Guodong Long; Jing Jiang 002; Chengqi Zhang (CoRR, 2018)

Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base. - Tao Shen 001; Xiubo Geng; Tao Qin 001; Daya Guo; Duyu Tang; Nan Duan; Guodong Long; Daxin Jiang (EMNLP/IJCNLP (1), 2019)

Temporal Self-Attention Network for Medical Concept Embedding. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002; Michael Blumenstein (ICDM, 2019)

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. - Tao Shen 001; Tianyi Zhou 001; Guodong Long; Jing Jiang 002; Chengqi Zhang (NAACL-HLT (1), 2019)

Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering. - Tao Shen 001; Xiubo Geng; Tao Qin 001; Guodong Long; Jing Jiang 002; Daxin Jiang (CoRR, 2019)

Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction. - Yang Li 154; Guodong Long; Tao Shen 001; Tianyi Zhou 001; Lina Yao 001; Huan Huo; Jing Jiang 002 (AAAI, 2020)

RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion. - Hao Huang; Guodong Long; Tao Shen 001; Jing Jiang 002; Chengqi Zhang (COLING, 2020)

Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention. - Yang Li 154; Tao Shen 001; Guodong Long; Jing Jiang 002; Tianyi Zhou 001; Chengqi Zhang (COLING, 2020)

Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning. - Tao Shen 001; Yi Mao; Pengcheng He; Guodong Long; Adam Trischler; Weizhu Chen (EMNLP (1), 2020)

BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002; Chengqi Zhang (ICDM, 2020)

Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering. - Tao Shen 001; Xiubo Geng; Guodong Long; Jing Jiang 002; Chengqi Zhang; Daxin Jiang (IJCAI, 2020)

Self-attention Enhanced Patient Journey Understanding in Healthcare System. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002 (ECML/PKDD (3), 2020)

Semantic Triple Encoder for Fast Open-Set Link Prediction. - Bo Wang 069; Tao Shen 001; Guodong Long; Tianyi Zhou 001; Yi Chang 001 (CoRR, 2020)

Multi-Center Federated Learning. - Ming Xie; Guodong Long; Tao Shen 001; Tianyi Zhou 001; Xianzhi Wang 001; Jing Jiang 002 (CoRR, 2020)

Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning. - Yucheng Zhou 001; Xiubo Geng; Tao Shen 001; Jian Pei 001; Wenqiang Zhang; Daxin Jiang (ACL/IJCNLP (Findings), 2021)

A Green Pipeline for Out-of-Domain Public Sentiment Analysis. - Ming Xie; Jing Jiang 002; Tao Shen 001; Yang Wang 002; Leah Gerrard; Allison Clarke (ADMA, 2021)

Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction. - Bo Wang 069; Tao Shen 001; Guodong Long; Tianyi Zhou 001; Yi Chang 001 (EMNLP (Findings), 2021)

Sequential Diagnosis Prediction with Transformer and Ontological Representation. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Jing Jiang 002 (ICDM, 2021)

Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph. - Yucheng Zhou 001; Xiubo Geng; Tao Shen 001; Wenqiang Zhang; Daxin Jiang (NAACL-HLT, 2021)

Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion. - Bo Wang 069; Tao Shen 001; Guodong Long; Tianyi Zhou 001; Ying Wang 009; Yi Chang 001 (WWW, 2021)

MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. - Xueping Peng; Guodong Long; Tao Shen 001; Sen Wang 001; Zhendong Niu; Chengqi Zhang (CoRR, 2021)

Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health. - Guodong Long; Tao Shen 001; Yue Tan; Leah Gerrard; Allison Clarke; Jing Jiang 002 (CoRR, 2021)

Domain-specific meta-embedding with latent semantic structures. - Qian Liu 012; Jie Lu 001; Guangquan Zhang 001; Tao Shen 001; Zhihan Zhang 001; Heyan Huang (Inf. Sci., 2021)

ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification. - Yucheng Zhou 001; Tao Shen 001; Xiubo Geng; Guodong Long; Daxin Jiang (ACL (1), 2022)

SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. - Jia Li 012; Yuyuan Zhao; Zhi Jin; Ge Li 001; Tao Shen 001; Zhengwei Tao; Chongyang Tao (CIKM, 2022)

Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. - Jiazhan Feng; Chongyang Tao; Zhen Li 048; Chang Liu 076; Tao Shen 001; Dongyan Zhao 001 (COLING, 2022)

Social Norms-Grounded Machine Ethics in Complex Narrative Situation. - Tao Shen 001; Xiubo Geng; Daxin Jiang (COLING, 2022)

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. - Qiyu Wu 001; Chongyang Tao; Tao Shen 001; Can Xu; Xiubo Geng; Daxin Jiang (EMNLP, 2022)

Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. - Chang Liu 076; Chongyang Tao; Jianxin Liang; Tao Shen 001; Jiazhan Feng; Quzhe Huang; Dongyan Zhao 001 (EMNLP, 2022)

Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. - Yang Li 154; Guodong Long; Tao Shen 001; Jing Jiang 002 (NAACL-HLT (Findings), 2022)

EventBERT: A Pre-Trained Model for Event Correlation Reasoning. - Yucheng Zhou 001; Xiubo Geng; Tao Shen 001; Guodong Long; Daxin Jiang (WWW, 2022)

UnifieR: A Unified Retriever for Large-Scale Retrieval. - Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu; Kai Zhang 033; Daxin Jiang (CoRR, 2022)

KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP. - Yufei Wang 003; Jiayi Zheng; Can Xu; Xiubo Geng; Tao Shen 001; Chongyang Tao; Daxin Jiang (CoRR, 2022)

CCPrompt: Counterfactual Contrastive Prompt-Tuning for Many-Class Classification. - Yang Li 154; Canran Xu; Tao Shen 001; Jing Jiang 002; Guodong Long (CoRR, 2022)

Adam: Dense Retrieval Distillation with Adaptive Dark Examples. - Chang Liu 076; Chongyang Tao; Xiubo Geng; Tao Shen 001; Dongyan Zhao 001; Can Xu; Binxing Jiao; Daxin Jiang (CoRR, 2022)

Fine-Grained Distillation for Long Document Retrieval. - Yucheng Zhou 001; Tao Shen 001; Xiubo Geng; Chongyang Tao; Guodong Long; Can Xu; Daxin Jiang (CoRR, 2022)

FAA: Fine-grained Attention Alignment for Cascade Document Ranking. - Zhen Li 048; Chongyang Tao; Jiazhan Feng; Tao Shen 001; Dongyan Zhao 001; Xiubo Geng; Daxin Jiang (ACL (1), 2023)

CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection. - Chongyang Tao; Jiazhan Feng; Tao Shen 001; Chang Liu 076; Juntao Li; Xiubo Geng; Daxin Jiang (ACL (1), 2023)

UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning. - Zhengwei Tao; Zhi Jin; Haiyan Zhao 001; Chengfeng Dou; Yongqiang Zhao; Tao Shen 001; Chongyang Tao (ACL (1), 2023)

Towards Robust Ranker for Text Retrieval. - Yucheng Zhou 001; Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu; Guodong Long; Binxing Jiao; Daxin Jiang (ACL (Findings), 2023)

Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. - Yang Wang 002; Xueping Peng; Tao Shen 001; Allison Clarke; Clement Schlegel; Paul Martin 014; Guodong Long (ADMA (3), 2023)

Improving Open-Domain Answer Sentence Selection by Distributed Clients with Privacy Preservation. - Weikuan Wang; Tao Shen 001; Michael Blumenstein; Guodong Long (ADMA (5), 2023)

Iterative Proposal Refinement for Weakly-Supervised Video Grounding. - Meng Cao 002; Fangyun Wei; Can Xu; Xiubo Geng; Long Chen 016; Can Zhang 001; Yuexian Zou; Tao Shen 001; Daxin Jiang (CVPR, 2023)

Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning. - Chang Liu 076; Chongyang Tao; Jianxin Liang; Jiazhan Feng; Tao Shen 001; Quzhe Huang; Dongyan Zhao 001 (EMNLP (Findings), 2023)

LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval. - Ziyang Luo; Pu Zhao 004; Can Xu; Xiubo Geng; Tao Shen 001; Chongyang Tao; Jing Ma 004; Qingwei Lin; Daxin Jiang (ICCV, 2023)

LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval. - Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang (ICLR, 2023)

KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP. - Yufei Wang 003; Jiayi Zheng; Can Xu; Xiubo Geng; Tao Shen 001; Chongyang Tao; Daxin Jiang (ICLR, 2023)

HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization. - Zefeng Cai; Chongyang Tao; Tao Shen 001; Can Xu; Xiubo Geng; Xin Alex Lin; Liang He 001; Daxin Jiang (ICLR, 2023)

Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data. - Shengchao Chen; Guodong Long; Tao Shen 001; Jing Jiang 002 (IJCAI, 2023)

UnifieR: A Unified Retriever for Large-Scale Retrieval. - Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu; Guodong Long; Kai Zhang 033; Daxin Jiang (KDD, 2023)

Dimension-Prompts Boost Commonsense Consolidation. - Jiazhan Feng; Chongyang Tao; Tao Shen 001; Chang Liu 076; Dongyan Zhao 001 (SIGIR, 2023)

LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval. - Kai Zhang 033; Chongyang Tao; Tao Shen 001; Can Xu; Xiubo Geng; Binxing Jiao; Daxin Jiang (WWW, 2023)

LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval. - Ziyang Luo; Pu Zhao 004; Can Xu; Xiubo Geng; Tao Shen 001; Chongyang Tao; Jing Ma 004; Qingwen Lin; Daxin Jiang (CoRR, 2023)

Large Language Models are Strong Zero-Shot Retriever. - Tao Shen 001; Guodong Long; Xiubo Geng; Chongyang Tao; Tianyi Zhou 001; Daxin Jiang (CoRR, 2023)

Knowledge Refinement via Interaction Between Search Engines and Large Language Models. - Jiazhan Feng; Chongyang Tao; Xiubo Geng; Tao Shen 001; Can Xu; Guodong Long; Dongyan Zhao 001; Daxin Jiang (CoRR, 2023)

Spatial-temporal Prompt Learning for Federated Weather Forecasting. - Shengchao Chen; Guodong Long; Tao Shen 001; Tianyi Zhou 001; Jing Jiang 002 (CoRR, 2023)

Re-Reading Improves Reasoning in Language Models. - Xiaohan Xu; Chongyang Tao; Tao Shen 001; Can Xu; Hongbo Xu; Guodong Long; Jianguang Lou (CoRR, 2023)

Thread of Thought Unraveling Chaotic Contexts. - Yucheng Zhou 001; Xiubo Geng; Tao Shen 001; Chongyang Tao; Guodong Long; Jian-Guang Lou; Jianbing Shen (CoRR, 2023)

Good Questions Help Zero-Shot Image Reasoning. - Kaiwen Yang; Tao Shen 001; Xinmei Tian 001; Xiubo Geng; Chongyang Tao; Dacheng Tao; Tianyi Zhou 001 (CoRR, 2023)

Multi-center federated learning: clients clustering for better personalization. - Guodong Long; Ming Xie; Tao Shen 001; Tianyi Zhou 001; Xianzhi Wang 001; Jing Jiang 002 (World Wide Web (WWW), 2023)

Fine-Grained Distillation for Long Document Retrieval. - Yucheng Zhou 001; Tao Shen 001; Xiubo Geng; Chongyang Tao; Jianbing Shen; Guodong Long; Can Xu; Daxin Jiang (AAAI, 2024)

Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever. - Tao Shen 001; Guodong Long; Xiubo Geng; Chongyang Tao; Yibin Lei; Tianyi Zhou 001; Michael Blumenstein; Daxin Jiang (ACL (Findings), 2024)

Synergistic Interplay between Search and Large Language Models for Information Retrieval. - Jiazhan Feng; Chongyang Tao; Xiubo Geng; Tao Shen 001; Can Xu; Guodong Long; Dongyan Zhao 001; Daxin Jiang (ACL (1), 2024)

Meta-Task Prompting Elicits Embeddings from Large Language Models. - Yibin Lei; Di Wu; Tianyi Zhou 001; Tao Shen 001; Yu Cao 014; Chongyang Tao; Andrew Yates (ACL (1), 2024)

ADAM: Dense Retrieval Distillation with Adaptive Dark Examples. - Chongyang Tao; Chang Liu 076; Tao Shen 001; Can Xu; Xiubo Geng; Binxing Jiao; Daxin Jiang (ACL (Findings), 2024)

Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment. - Yiyuan Yang; Guodong Long; Michael Blumenstein; Xiubo Geng; Chongyang Tao; Tao Shen 001; Daxin Jiang (LREC/COLING, 2024)

Corpus-Steered Query Expansion with Large Language Models. - Yibin Lei; Yu Cao 014; Tianyi Zhou 001; Tao Shen 001; Andrew Yates (EACL (2), 2024)

CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification. - Yang Li 154; Canran Xu; Guodong Long; Tao Shen 001; Chongyang Tao; Jing Jiang 002 (EACL (1), 2024)

Leveraging Large Language Models for NLG Evaluation: Advances and Challenges. - Zhen Li 048; Xiaohan Xu; Tao Shen 001; Can Xu; Jia-Chen Gu; Yuxuan Lai; Chongyang Tao; Shuai Ma 001 (EMNLP, 2024)

Re-Reading Improves Reasoning in Large Language Models. - Xiaohan Xu; Chongyang Tao; Tao Shen 001; Can Xu; Hongbo Xu; Guodong Long; Jian-Guang Lou; Shuai Ma 001 (EMNLP, 2024)

Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. - Guobiao Zhang; Xueping Peng; Tao Shen 001; Guodong Long; Jiasheng Si; Libo Qin 001; Wenpeng Lu (EMNLP (Findings), 2024)

Federated Prompt Learning for Weather Foundation Models on Devices. - Shengchao Chen; Guodong Long; Tao Shen 001; Jing Jiang 002; Chengqi Zhang (IJCAI, 2024)

Dual-Personalizing Adapter for Federated Foundation Models. - Yiyuan Yang; Guodong Long; Tao Shen 001; Jing Jiang 002; Michael Blumenstein (NeurIPS, 2024)

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. - Qi Chen 009; Xiubo Geng; Corby Rosset; Carolyn Buractaon; Jingwen Lu; Tao Shen 001; Kun Zhou 002; Chenyan Xiong; Yeyun Gong; Paul N. Bennett; Nick Craswell; Xing Xie 001; et al. (WWW (Companion Volume), 2024)

Leveraging Large Language Models for NLG Evaluation: A Survey. - Zhen Li 048; Xiaohan Xu; Tao Shen 001; Can Xu; Jia-Chen Gu; Chongyang Tao (CoRR, 2024)

A Survey on Knowledge Distillation of Large Language Models. - Xiaohan Xu; Ming Li; Chongyang Tao; Tao Shen 001; Reynold Cheng; Jinyang Li 003; Can Xu; Dacheng Tao; Tianyi Zhou 001 (CoRR, 2024)

Meta-Task Prompting Elicits Embedding from Large Language Models. - Yibin Lei; Di Wu; Tianyi Zhou 001; Tao Shen 001; Yu Cao 014; Chongyang Tao; Andrew Yates (CoRR, 2024)

Enhancing Lexicon-Based Text Embeddings with Large Language Models. - Yibin Lei; Tao Shen 001; Yu Cao 014; Andrew Yates (ACL (1), 2025)

RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. - Zhen Li 048; Xinchi Li; Chongyang Tao; Jiazhan Feng; Tao Shen 001; Can Xu; Hao Wang 132; Dongyan Zhao 001; Shuai Ma 001 (WSDM, 2025)

MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation. - Xueping Peng; Peng Yan 002; Tao Shen 001; Ming Xie; Guodong Long (WWW (Companion Volume), 2025)

ThinkQE: Query Expansion via an Evolving Thinking Process. - Yibin Lei; Tao Shen 001; Andrew Yates (CoRR, 2025)