Jinfeng Rao

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 42

Top Topics

Negative Examples

Text Generation

Automatically Extracting

Top Venues

Publications

Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc Le, Mostafa Dehghani
Transcending Scaling Laws with 0.1% Extra Compute. EMNLP (2023)
Sanket Vaibhav Mehta, Jai Gupta, Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Jinfeng Rao, Marc Najork, Emma Strubell, Donald Metzler
DSI++: Updating Transformer Memory with New Documents. EMNLP (2023)
Yi Tay, Mostafa Dehghani, Samira Abnar, Hyung Won Chung, William Fedus, Jinfeng Rao, Sharan Narang, Vinh Q. Tran, Dani Yogatama, Donald Metzler
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? EMNLP (Findings) (2023)
Yi Tay, Mostafa Dehghani, Samira Abnar, Hyung Won Chung, William Fedus, Jinfeng Rao, Sharan Narang, Vinh Q. Tran, Dani Yogatama, Donald Metzler
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? CoRR (2022)
Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Prakash Gupta, Kai Hui, Sebastian Ruder, Donald Metzler
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning. ICLR (2022)
Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay, Mihir Kale, Ankur Parikh, Emma Strubell
Improving Compositional Generalization with Self-Training for Data-to-Text Generation. ACL (1) (2022)
Sanket Vaibhav Mehta, Jai Prakash Gupta, Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Jinfeng Rao, Marc Najork, Emma Strubell, Donald Metzler
DSI++: Updating Transformer Memory with New Documents. CoRR (2022)
Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani
Transcending Scaling Laws with 0.1% Extra Compute. CoRR (2022)
Yi Tay, Mostafa Dehghani, Jinfeng Rao, William Fedus, Samira Abnar, Hyung Won Chung, Sharan Narang, Dani Yogatama, Ashish Vaswani, Donald Metzler
Scale Efficiently: Insights from Pretraining and Finetuning Transformers. ICLR (2022)
Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay, Mihir Kale, Ankur Parikh, Hongtao Zhong, Emma Strubell
Improving Compositional Generalization with Self-Training for Data-to-Text Generation. CoRR (2021)
Yi Tay, Mostafa Dehghani, Jinfeng Rao, William Fedus, Samira Abnar, Hyung Won Chung, Sharan Narang, Dani Yogatama, Ashish Vaswani, Donald Metzler
Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers. CoRR (2021)
Yi Tay, Mostafa Dehghani, Samira Abnar, Yikang Shen, Dara Bahri, Philip Pham, Jinfeng Rao, Liu Yang, Sebastian Ruder, Donald Metzler
Long Range Arena : A Benchmark for Efficient Transformers. ICLR (2021)
Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Prakash Gupta, Kai Hui, Sebastian Ruder, Donald Metzler
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning. CoRR (2021)
Yi Tay, Mostafa Dehghani, Samira Abnar, Yikang Shen, Dara Bahri, Philip Pham, Jinfeng Rao, Liu Yang, Sebastian Ruder, Donald Metzler
Long Range Arena: A Benchmark for Efficient Transformers. CoRR (2020)
Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. ACL (1) (2019)
Jinfeng Rao, Linqing Liu, Yi Tay, Hsiu-Wei Yang, Peng Shi, Jimmy Lin
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling. EMNLP/IJCNLP (1) (2019)
Jinfeng Rao, Kartikeya Upasani, Anusha Balakrishnan, Michael White, Anuj Kumar, Rajen Subba
A Tree-to-Sequence Model for Neural NLG in Task-Oriented Dialog. INLG (2019)
Ferhan Türe, Jinfeng Rao, Raphael Tang, Jimmy Lin
Challenges and Opportunities in Understanding Spoken Queries Directed at Modern Entertainment Platforms. SIGIR (2019)
Kartikeya Upasani, David King, Jinfeng Rao, Anusha Balakrishnan, Michael White
The OSU/Facebook Realizer for SRST 2019: Seq2Seq Inflection and Serialized Tree2Tree Linearization. MSR@EMNLP-IJCNLP (2019)
Anusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, Michael White, Rajen Subba
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue. CoRR (2019)
Linqing Liu, Wei Yang, Jinfeng Rao, Raphael Tang, Jimmy Lin
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling. EMNLP/IJCNLP (1) (2019)
Peng Shi, Jinfeng Rao, Jimmy Lin
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. NAACL-HLT (1) (2019)
Yi Tay, Aston Zhang, Luu Anh Tuan, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. CoRR (2019)
Yi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. ACL (1) (2019)
Anusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, Michael White, Rajen Subba
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue. ACL (1) (2019)
Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. AAAI (2019)
Yi Tay, Shuohang Wang, Luu Anh Tuan, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. CoRR (2019)
Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. CoRR (2018)
Jinfeng Rao, Ferhan Türe, Jimmy Lin
Multi-Task Learning with Neural Networks for Voice Query Understanding on an Entertainment Platform. KDD (2018)
Peng Shi, Jinfeng Rao, Jimmy Lin
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. CoRR (2018)
Jinfeng Rao, Ferhan Türe, Jimmy Lin
What Do Viewers Say to Their TVs?: An Analysis of Voice Queries to Entertainment Systems. SIGIR (2018)
Haotian Zhang, Jinfeng Rao, Jimmy Lin, Mark D. Smucker
Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering. SIGIR (2017)
Jinfeng Rao, Hua He, Jimmy Lin
Experiments with Convolutional Neural Network Models for Answer Selection. SIGIR (2017)
Jinfeng Rao, Ferhan Türe, Hua He, Oliver Jojic, Jimmy Lin
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks. CIKM (2017)
Jinfeng Rao, Ferhan Türe, Hua He, Oliver Jojic, Jimmy Lin
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks. CoRR (2017)
Jinfeng Rao, Ferhan Türe, Xing Niu, Jimmy Lin
Mining the Temporal Statistics of Query Terms for Searching Social Media Posts. ICTIR (2017)
Jinfeng Rao, Hua He, Haotian Zhang, Ferhan Türe, Royal Sequiera, Salman Mohammed, Jimmy Lin
Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams. CoRR (2017)
Royal Sequiera, Gaurav Baruah, Zhucheng Tu, Salman Mohammed, Jinfeng Rao, Haotian Zhang, Jimmy Lin
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering. CoRR (2017)
Jinfeng Rao, Jimmy Lin
Temporal Query Expansion Using a Continuous Hidden Markov Model. ICTIR (2016)
Jinfeng Rao, Xing Niu, Jimmy Lin
Compressing and Decoding Term Statistics Time Series. ECIR (2016)
Jinfeng Rao, Hua He, Jimmy Lin
Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks. CIKM (2016)
Hua He, John Wieting, Kevin Gimpel, Jinfeng Rao, Jimmy Lin
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement. SemEval@NAACL-HLT (2016)
Jinfeng Rao, Jimmy Lin, Miles Efron
Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search. ECIR (2015)
Jimmy Lin, Milad Gholami, Jinfeng Rao
Infrastructure for supporting exploration and discovery in web archives. WWW (Companion Volume) (2014)
Jinfeng Rao, Jimmy Lin, Hanan Samet
Partitioning strategies for spatio-textual similarity join. BigSpatial@SIGSPATIAL (2014)
Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi
Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. SDM (2013)