Bin Bi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 40

Top Topics

Document Representation

Question Answering

Top Venues

Publications

Shiva Kumar Pentyala, Zhichao Wang, Bin Bi, Kiran Ramnath, Xiang-Bo Mao, Regunathan Radhakrishnan, Sitaram Asur, Na Cheng
PAFT: A Parallel Training Paradigm for Effective LLM Fine-Tuning. CoRR (2024)
Zhichao Wang, Bin Bi, Shiva Kumar Pentyala, Kiran Ramnath, Sougata Chaudhuri, Shubham Mehrotra, Zixu Zhu, Xiang-Bo Mao, Sitaram Asur, Na Cheng
A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More. CoRR (2024)
Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang
BUS: Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. CoRR (2023)
Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. ICML (2023)
Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Ji Zhang, Fei Huang
COPA: Efficient Vision-Language Pre-training Through Collaborative Object- and Patch-Text Alignment. CoRR (2023)
Haoyu Wang, Ruirui Li, Haoming Jiang, Zhengyang Wang, Xianfeng Tang, Bin Bi, Monica Xiao Cheng, Bing Yin, Yaqing Wang, Tuo Zhao, Jing Gao
LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models. KDD (2023)
Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Ji Zhang
COPA : Efficient Vision-Language Pre-training through Collaborative Object- and Patch-Text Alignment. ACM Multimedia (2023)
Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang
BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. ICCV (2023)
Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. CoRR (2023)
Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Xianzhe Xu, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin
Achieving Human Parity on Visual Question Answering. ACM Trans. Inf. Syst. 41 (3) (2023)
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. EMNLP (2022)
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. CoRR (2022)
Chaoya Jiang, Haiyang Xu, Chenliang Li, Ming Yan, Wei Ye, Shikun Zhang, Bin Bi, Songfang Huang
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. EMNLP (2022)
Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. ACL/IJCNLP (1) (2021)
Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
StructuralLM: Structural Pre-training for Form Understanding. ACL/IJCNLP (1) (2021)
Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. ACL/IJCNLP (1) (2021)
Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang
Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction. ACL/IJCNLP (2) (2021)
Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Zhicheng Zhang, Qiyu Zhang, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin
Achieving Human Parity on Visual Question Answering. CoRR (2021)
Ming Yan, Haiyang Xu, Chenliang Li, Bin Bi, Junfeng Tian, Min Gui, Wei Wang
Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training. CoRR (2021)
Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. CoRR (2021)
Ming Yan, Chenliang Li, Bin Bi, Wei Wang, Songfang Huang
A Unified Pretraining Framework for Passage Ranking and Expansion. AAAI (2021)
Guohai Xu, Yan Shao, Chenliang Li, Feng-Lin Li, Bin Bi, Ji Zhang, Haiqing Chen
AliMe DA: A Data Augmentation Framework for Question Answering in Cold-start Scenarios. SIGIR (2021)
Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
StructuralLM: Structural Pre-training for Form Understanding. CoRR (2021)
Chenliang Li, Ming Yan, Haiyang Xu, Fuli Luo, Wei Wang, Bin Bi, Songfang Huang
SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels. CoRR (2021)
Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si
VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation. CoRR (2020)
Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. CoRR (2020)
Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia, Chenliang Li
Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks. AAAI (2020)
Yao Fu, Chuanqi Tan, Bin Bi, Mosha Chen, Yansong Feng, Alexander M. Rush
Latent Template Induction with Gumbel-CRFs. CoRR (2020)
Yao Fu, Chuanqi Tan, Bin Bi, Mosha Chen, Yansong Feng, Alexander M. Rush
Latent Template Induction with Gumbel-CRFs. NeurIPS (2020)
Wei Wang, Bin Bi, Ming Yan, Chen Wu, Jiangnan Xia, Zuyi Bao, Liwei Peng, Luo Si
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. ICLR (2020)
Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. EMNLP (1) (2020)
Wei Wang, Bin Bi, Ming Yan, Chen Wu, Zuyi Bao, Liwei Peng, Luo Si
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. CoRR (2019)
Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia, Chenliang Li
Incorporating External Knowledge into Machine Reading for Generative Question Answering. EMNLP/IJCNLP (1) (2019)
Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia, Chenliang Li
Incorporating External Knowledge into Machine Reading for Generative Question Answering. CoRR (2019)
Xingyi Cheng, Weidi Xu, Kunlong Chen, Wei Wang, Bin Bi, Ming Yan, Chen Wu, Luo Si, Wei Chu, Taifeng Wang
Symmetric Regularization based BERT for Pair-wise Semantic Reasoning. CoRR (2019)
Ming Yan, Jiangnan Xia, Chen Wu, Bin Bi, Zhongzhou Zhao, Ji Zhang, Luo Si, Rui Wang, Wei Wang, Haiqing Chen
A Deep Cascade Model for Multi-Document Reading Comprehension. AAAI (2019)
Ming Yan, Chenliang Li, Chen Wu, Bin Bi, Wei Wang, Jiangnan Xia, Luo Si
IDST at TREC 2019 Deep Learning Track: Deep Cascade Ranking with Generation-based Document Expansion and Pre-trained Language Modeling. TREC (2019)
Ming Yan, Jiangnan Xia, Chen Wu, Bin Bi, Zhongzhou Zhao, Ji Zhang, Luo Si, Rui Wang, Wei Wang, Haiqing Chen
A Deep Cascade Model for Multi-Document Reading Comprehension. CoRR (2018)
Bin Bi, Hao Ma
KeyVec: Key-semantics Preserving Document Representations. CoRR (2017)
Bin Bi, Junghoo Cho
Modeling a Retweet Network via an Adaptive Bayesian Approach. WWW (2016)
Bin Bi, Hao Ma, Bo-June Paul Hsu, Wei Chu, Kuansan Wang, Junghoo Cho
Learning to Recommend Related Entities to Search Users. WSDM (2015)
Youngchul Cha, Keng-hao Chang, Hari Bommaganti, Ye Chen, Tak W. Yan, Bin Bi, Junghoo Cho
A universal topic framework (UniZ) and its application in online search. SAC (2015)
Bin Bi, Yuanyuan Tian, Yannis Sismanis, Andrey Balmin, Junghoo Cho
Scalable topic-specific influence analysis on microblogs. WSDM (2014)
Bin Bi, Ben Kao, Chang Wan, Junghoo Cho
Who are experts specializing in landscape photography?: analyzing topic-specific authority on content sharing services. KDD (2014)
Bin Bi, Milad Shokouhi, Michal Kosinski, Thore Graepel
Inferring the demographics of search users: social data meets search queries. WWW (2013)
Bin Bi, Junghoo Cho
Automatically generating descriptions for resources by tag modeling. CIKM (2013)
Youngchul Cha, Bin Bi, Chu-Cheng Hsieh, Junghoo Cho
Incorporating popularity in topic models for social network analysis. SIGIR (2013)
Ruirui Li, Ben Kao, Bin Bi, Reynold Cheng, Eric Lo
DQR: a probabilistic approach to diversified query recommendation. CIKM (2012)
Bin Bi, Sau Dan Lee, Ben Kao, Reynold Cheng
CubeLSI: An effective and efficient method for searching resources in social tagging systems. ICDE (2011)
Bin Bi, Lifeng Shang, Ben Kao
Collaborative resource discovery in social tagging systems. CIKM (2009)
Dahong Qiu, Ye Wang, Bin Bi
Identify Cross-Selling Opportunities via Hybrid Classifier. Int. J. Data Warehous. Min. 4 (2) (2008)