Gao, Jianfeng

MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Bajaj, P., Campos, D., Craswell, N., Deng, L., Gao, J., Liu, X., Majumder, R., McNamara, A., Mitra, B., Nguyen, T., et al. (2016) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 2,473

Domain-specific language model pretraining for biomedical natural language processing

Gu, Y., Tinn, R., Cheng, H., Lucas, M., Usuyama, N., Liu, X., Naumann, T., Gao, J., & Poon, H. (2022) · ACM Transactions on Computing for Healthcare

Topic ModelingBiomedical Text Mining and Ontologies

Cited by 2,170

Unified Language Model Pre-training for Natural Language Understanding and Generation

Dong, L., Yang, N., Wang, W., Wei, F., Liu, X., Wang, Y., Gao, J., Zhou, M., & Hon, H.-W. (2019) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1,225

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation

Zhang, Y., Sun, S., Galley, M., Chen, Y.-C., Brockett, C., Gao, X., Gao, J., Liu, J., & Dolan, B. (2020) · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations

Speech and dialogue systemsTopic Modeling

Cited by 1,076

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Li, C., Wong, C., Zhang, S., Usuyama, N., Liu, H., Yang, J., Naumann, T., Poon, H., & Gao, J. (2023) · Advances in Neural Information Processing Systems 36

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 986

The Design and Implementation of XiaoIce, an Empathetic Social Chatbot

Zhou, L., Gao, J., Li, D., & Shum, H.-Y. (2018) · arXiv

Speech and dialogue systemsAI in Service Interactions

Cited by 777

The design and implementation of Xiaoice, an empathetic social chatbot

Zhou, L., Gao, J., Li, D., & Shum, H.-Y. (2020) · Computational Linguistics

Speech and dialogue systemsAI in Service Interactions

Cited by 777

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Li, C., Wong, C., Zhang, S., Usuyama, N., Liu, H., Yang, J., Naumann, T., Poon, H., & Gao, J. (2023) · arXiv

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 590

Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval

Liu, X., Gao, J., He, X., Deng, L., Duh, K., & Wang, Y.-Y. (2015) · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Topic ModelingInformation Retrieval and Search Behavior

Cited by 395

Large Language Models: A Survey

Minaee, S., Mikolov, T., Nikzad, N., Chenaghlu, M., Socher, R., Amatriain, X., & Gao, J. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 325

Challenges in building intelligent open-domain dialog systems

Huang, M., Zhu, X., & Gao, J. (2020) · ACM Transactions on Information Systems

Speech and dialogue systemsAI in Service Interactions

Cited by 288

A Multimodal Biomedical Foundation Model Trained from Fifteen Million Image–Text Pairs

Zhang, S., Xu, Y., Usuyama, N., Xu, H., Bagga, J., Tinn, R., Preston, S., Rao, R., Wei, M., Valluri, N., et al. (2025) · NEJM AI

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 283

Focal Modulation Networks

Yang, J., Li, C., Dai, X., Yuan, L., & Gao, J. (2022) · arXiv

Neural Networks and ApplicationsAdvanced Neural Network Applications

Cited by 265

Evaluation of Text Generation: A Survey

Celikyilmaz, A., Clark, E., & Gao, J. (2020) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 207

Instruction Tuning with GPT-4

Peng, B., Li, C., He, P., Galley, M., & Gao, J. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 183

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Peng, B., Galley, M., He, P., Cheng, H., Xie, Y., Hu, Y., Huang, Q., Liden, L., Yu, Z., Chen, W., et al. (2023) · arXiv

Topic ModelingSpeech and dialogue systems

Cited by 156

Generation-Augmented Retrieval for Open-Domain Question Answering

Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J., & Chen, W. (2021) · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

Topic ModelingInformation Retrieval and Search Behavior

Cited by 146

Coarse-to-fine vision-language pre-training with fusion in the backbone

Dou, Z.-Y., Kamath, A., Gan, Z., Zhang, P., Wang, J., Li, L., Liu, Z., Liu, C., Lecun, Y., Peng, N., et al. (2022) · Advances in Neural Information Processing Systems 35

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 93

Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models

Wang, B., Xu, C., Wang, S., Gan, Z., Cheng, Y., Gao, J., Awadallah, A. H., & Li, B. (2021) · arXiv

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 88

End-to-end joint learning of natural language understanding and dialogue manager

Yang, X., Chen, Y.-N., Hakkani-Tur, D., Crook, P., Li, X., Gao, J., & Deng, L. (2017) · 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Speech and dialogue systemsNatural Language Processing Techniques

Cited by 80

AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning

Wang, Y., Agarwal, S., Mukherjee, S., Liu, X., Gao, J., Awadallah, A. H., & Gao, J. (2022) · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 77

GO FIGURE: A Meta Evaluation of Factuality in Summarization

Gabriel, S., Celikyilmaz, A., Jha, R., Choi, Y., & Gao, J. (2021) · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

Topic ModelingNatural Language Processing Techniques

Cited by 75

Neural Approaches to Conversational AI

Gao, J., Galley, M., & Li, L. (2018) · Proceedings of ACL 2018, Tutorial Abstracts

Speech and dialogue systemsAI in Service Interactions

Cited by 73

Augmenting Language Models with Long-Term Memory

Wang, W., Dong, L., Cheng, H., Liu, X., Yan, X., Gao, J., & Wei, F. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 72