Variance Reduction for Deep Q-Learning using Stochastic Recursive Gradient. - Haonan Jia; Xiao Zhang 034; Jun Xu 001; Wei Zeng 008; Hao Jiang 022; Xiaohui Yan; Ji-Rong Wen (CoRR, 2020)

Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking. - Yutao Zhu 001; Jian-Yun Nie; Zhicheng Dou; Zhengyi Ma; Xinyu Zhang 019; Pan Du 001; Xiaochen Zuo; Hao Jiang 022 (CIKM, 2021)

Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need. - Zhengyi Ma; Zhicheng Dou; Wei Xu 008; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Ji-Rong Wen (CIKM, 2021)

Answer Complex Questions: Path Ranker Is All You Need. - Xinyu Zhang 019; Ke Zhan; Enrui Hu; Chengzhen Fu; Lan Luo; Hao Jiang 022; Yantao Jia; Fan Yu; Zhicheng Dou; Zhao Cao; Lei Chen 002 (SIGIR, 2021)

Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals. - Yutao Zhu 001; Jian-Yun Nie; Kun Zhou 002; Pan Du 001; Hao Jiang 022; Zhicheng Dou (SIGIR, 2021)

Emotion Eliciting Machine: Emotion Eliciting Conversation Generation based on Dual Generator. - Hao Jiang 022; Yutao Zhu 001; Xinyu Zhang 019; Zhicheng Dou; Pan Du 001; Te Pi; Yantao Jia (CoRR, 2021)

Early Exiting with Ensemble Internal Classifiers. - Tianxiang Sun; Yunhua Zhou; Xiangyang Liu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2021)

YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker. - Ruizhi Pu; Xinyu Zhang 019; Ruofei Lai; Zikai Guo; Yinxia Zhang; Hao Jiang 022; Yongkang Wu; Yantao Jia; Zhicheng Dou; Zhao Cao (CoRR, 2021)

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. - Xiangyang Liu; Tianxiang Sun; Junliang He; Lingling Wu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2021)

Towards More Effective and Economic Sparsely-Activated Model. - Hao Jiang 022; Ke Zhan; Jianwei Qu; Yongkang Wu; Zhaoye Fei; Xinyu Zhang 019; Lei Chen 002; Zhicheng Dou; Xipeng Qiu; Zikai Guo; Ruofei Lai; Jiawen Wu 002; et al. (CoRR, 2021)

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. - Jiawei Zhou 003; Xiaoguang Li; Lifeng Shang; Lan Luo; Ke Zhan; Enrui Hu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Fan Yu; Xin Jiang 002; Qun Liu 001; et al. (ACL (1), 2022)

Visual Prompt Tuning for Few-Shot Text Classification. - Jingyuan Wen; Yutian Luo; Nanyi Fei; Guoxing Yang; Zhiwu Lu 001; Hao Jiang 022; Jie Jiang; Zhao Cao (COLING, 2022)

Triple-Fact Retriever: An explainable reasoning retrieval model for multi-hop QA problem. - Chengmin Wu; Enrui Hu; Ke Zhan; Lan Luo; Xinyu Zhang 019; Hao Jiang 022; Qirui Wang; Zhao Cao; Fan Yu; Lei Chen 002 (ICDE, 2022)

Variance Reduction for Deep Q-Learning Using Stochastic Recursive Gradient. - Haonan Jia; Xiao Zhang 034; Jun Xu 001; Wei Zeng 008; Hao Jiang 022; Xiaohui Yan (ICONIP (4), 2022)

Multi-Modal Experience Inspired AI Creation. - Qian Cao 001; Xu Chen 017; Ruihua Song; Hao Jiang 022; Guang Yang; Zhao Cao (ACM Multimedia, 2022)

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. - Xiangyang Liu; Tianxiang Sun; Junliang He; Jiawen Wu 002; Lingling Wu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (NAACL-HLT, 2022)

BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling. - Yizhao Gao 004; Nanyi Fei; Haoyu Lu; Zhiwu Lu 001; Hao Jiang 022; Yijie Li; Zhao Cao (NeurIPS, 2022)

Webformer: Pre-training with Web Pages for Information Retrieval. - Yu Guo; Zhengyi Ma; Jiaxin Mao; Hongjin Qian; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Zhicheng Dou (SIGIR, 2022)

KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models. - Daniel Gao; Yantao Jia; Lei Li; Chengzhen Fu; Zhicheng Dou; Hao Jiang 022; Xinyu Zhang 019; Lei Chen 002; Zhao Cao (CoRR, 2022)

PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN. - Pan Du 001; Jian-Yun Nie; Yutao Zhu 001; Hao Jiang 022; Lixin Zou; Xiaohui Yan (CoRR, 2022)

Going Beyond Closed Sets: A Multimodal Perspective for Video Emotion Analysis. - Hao Pu; Yuchong Sun; Ruihua Song; Xu Chen 017; Hao Jiang 022; Yi Liu; Zhao Cao (PRCV (6), 2023)

VEMO: A Versatile Elastic Multi-modal Model for Search-Oriented Multi-task Learning. - Nanyi Fei; Hao Jiang 022; Haoyu Lu; Jinqiang Long; Yanqi Dai; Tuo Fan; Zhao Cao; Zhiwu Lu 001 (ECIR (1), 2024)

Image Retrieval with Composed Query by Multi-Scale Multi-Modal Fusion. - Zelong Sun; Guoxing Yang; Zhiwu Lu 001; Hao Jiang 022; Guojie Zhu; Zhao Cao (ICASSP, 2024)

Understanding Human Preferences: Towards More Personalized Video to Text Generation. - Yihan Wu; Ruihua Song; Xu Chen 017; Hao Jiang 022; Zhao Cao; Jin Yu (WWW, 2024)

An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models. - Qi Liu 071; Gang Guo; Jiaxin Mao; Zhicheng Dou; Ji-Rong Wen; Hao Jiang 022; Xinyu Zhang 019; Zhao Cao (ACM Trans. Inf. Syst., 2024)