Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering. - Wei Wang 225; Chen Wu 006; Ming Yan 008 (ACL (1), 2018)

A Deep Cascade Model for Multi-Document Reading Comprehension. - Ming Yan 008; Jiangnan Xia; Chen Wu 006; Bin Bi; Zhongzhou Zhao; Ji Zhang 011; Luo Si; Rui Wang 005; Wei Wang 225; Haiqing Chen (AAAI, 2019)

Incorporating External Knowledge into Machine Reading for Generative Question Answering. - Bin Bi; Chen Wu 006; Ming Yan 008; Wei Wang 225; Jiangnan Xia; Chenliang Li (EMNLP/IJCNLP (1), 2019)

IDST at TREC 2019 Deep Learning Track: Deep Cascade Ranking with Generation-based Document Expansion and Pre-trained Language Modeling. - Ming Yan 008; Chenliang Li; Chen Wu 006; Bin Bi; Wei Wang 225; Jiangnan Xia; Luo Si (TREC, 2019)

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. - Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Zuyi Bao; Liwei Peng; Luo Si (CoRR, 2019)

Symmetric Regularization based BERT for Pair-wise Semantic Reasoning. - Xingyi Cheng; Weidi Xu; Kunlong Chen; Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Luo Si; Wei Chu; Taifeng Wang (CoRR, 2019)

Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks. - Bin Bi; Chen Wu 006; Ming Yan 008; Wei Wang 225; Jiangnan Xia; Chenliang Li (AAAI, 2020)

PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. - Bin Bi; Chenliang Li; Chen Wu 006; Ming Yan 008; Wei Wang 225; Songfang Huang; Fei Huang 002; Luo Si (EMNLP (1), 2020)

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. - Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Jiangnan Xia; Zuyi Bao; Liwei Peng; Luo Si (ICLR, 2020)

VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation. - Fuli Luo; Wei Wang 225; Jiahao Liu; Yijia Liu; Bin Bi; Songfang Huang; Fei Huang 002; Luo Si (CoRR, 2020)

A Unified Pretraining Framework for Passage Ranking and Expansion. - Ming Yan 008; Chenliang Li; Bin Bi; Wei Wang 225; Songfang Huang (AAAI, 2021)

StructuralLM: Structural Pre-training for Form Understanding. - Chenliang Li; Bin Bi; Ming Yan 008; Wei Wang 225; Songfang Huang; Fei Huang 002; Luo Si (ACL/IJCNLP (1), 2021)

Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction. - Chenliang Li; Bin Bi; Ming Yan 008; Wei Wang 225; Songfang Huang (ACL/IJCNLP (2), 2021)

VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. - Fuli Luo; Wei Wang 225; Jiahao Liu; Yijia Liu; Bin Bi; Songfang Huang; Fei Huang 002; Luo Si (ACL/IJCNLP (1), 2021)

SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels. - Chenliang Li; Ming Yan 008; Haiyang Xu 001; Fuli Luo; Wei Wang 225; Bin Bi; Songfang Huang (CoRR, 2021)

Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Bin Bi; Junfeng Tian; Min Gui; Wei Wang 225 (CoRR, 2021)

Achieving Human Parity on Visual Question Answering. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Junfeng Tian; Bin Bi; Wei Wang 225; Weihua Chen; Xianzhe Xu; Fan Wang 019; Zheng Cao 003; Zhicheng Zhang; Qiyu Zhang; et al. (CoRR, 2021)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; He Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (EMNLP, 2022)

STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training. - Xiaoyang Sun; Wei Wang 225; Shenghao Qiu; Renyu Yang; Songfang Huang; Jie Xu 007; Zheng Wang 001 (SC, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; Hehong Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (CoRR, 2022)

PEER: Pre-training ELECTRA Extended by Ranking. - Ru He; Wei Wang 225; Songfang Huang; Fei Huang 002 (ACL (Findings), 2023)

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. - Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yaya Shi; Jiabo Ye; Yuanhong Xu; Chenliang Li; Bin Bi; Qi Qian 001; Wei Wang 225; Guohai Xu; Ji Zhang 011; et al. (ICML, 2023)

Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling. - Zheng Yuan 002; Yaoyun Zhang; Chuanqi Tan; Wei Wang 225; Fei Huang 002; Songfang Huang (CoRR, 2023)

How well do Large Language Models perform in Arithmetic tasks? - Zheng Yuan 002; Hongyi Yuan; Chuanqi Tan; Wei Wang 225; Songfang Huang (CoRR, 2023)

RRHF: Rank Responses to Align Language Models with Human Feedback without tears. - Zheng Yuan 002; Hongyi Yuan; Chuanqi Tan; Wei Wang 225; Songfang Huang; Fei Huang 002 (CoRR, 2023)

ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human. - Junfeng Tian; Hehong Chen; Guohai Xu; Ming Yan 008; Xing Gao; Jianhai Zhang; Chenliang Li; Jiayi Liu 004; Wenshen Xu; Haiyang Xu 001; Qi Qian 001; Wei Wang 225; et al. (CoRR, 2023)

Qwen Technical Report. - Jinze Bai; Shuai Bai; Yunfei Chu; Zeyu Cui; Kai Dang; Xiaodong Deng; Yang Fan; Wenbin Ge; Yu Han; Fei Huang 005; Binyuan Hui; Luo Ji; et al. (CoRR, 2023)

Achieving Human Parity on Visual Question Answering. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Junfeng Tian; Bin Bi; Wei Wang 225; Xianzhe Xu; Ji Zhang 011; Songfang Huang; Fei Huang 002; Luo Si; Rong Jin 001 (ACM Trans. Inf. Syst., 2023)

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition. - Guanting Dong; Hongyi Yuan; Keming Lu; Chengpeng Li 001; Mingfeng Xue; Dayiheng Liu; Wei Wang 225; Zheng Yuan 002; Chang Zhou; Jingren Zhou 001 (ACL (1), 2024)

Polyp-DAM: Polyp segmentation via depth anything model. - Zhuoran Zheng; Chen Wu 006; Wei Wang 225; Yeying Jin; Xiuyi Jia (CoRR, 2024)