Fetching the paper…
Reading the bibliography…
Large-scale pre-trained models like BERT, have obtained a great success in various Natural Language Processing (NLP) tasks, while it is still a challenge to adapt them to the math-related tasks.
Recognition and retrieval of mathematical expressions
Richard Zanibbi and Dorothea Blostein · 2012
Earlier work this paper cites.
Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014
Earlier work this paper cites.
Wikimirs 3.0: a hybrid mir system based on the context, structure and importance of formulae in a document
Yuehan Wang, Liangcai Gao, Simeng Wang, Zhi Tang, Xiaozhong Liu, and Ke Yuan · 2015
Earlier work this paper cites.
Mcat math retrieval system for ntcir-12 mathir task
Giovanni Yoko Kristianto, Goran Topic, and Akiko Aizawa · 2016
Earlier work this paper cites.
A mathematical information retrieval system based on rankboost
Ke Yuan, Liangcai Gao, Yuehan Wang, Xiaohan Yi, and Zhi Tang · 2016
Earlier work this paper cites.
Ntcir-12 mathir task overview
Richard Zanibbi, Akiko Aizawa, Michael Kohlhase, Iadh Ounis, Goran Topic, and Kenny Davila · 2016
Earlier work this paper cites.
Layout and semantics: Combining representations for mathematical formula search
Kenny Davila and Richard Zanibbi · 2017
Earlier work this paper cites.
Get to the point: Summarization with pointer-generator networks
Abigail See, Peter J Liu, and Christopher D Manning · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Cited alongside, same era.
Mathematics content understanding for cyberlearning via formula evolution map
Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, and Xiaozhong Liu · 2018
Cited alongside, same era.
Deep contextualized word representations
Matthew E Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer · 2018
Cited alongside, same era.
Improving language understanding by generative pre-training, 2018
Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever · 2018
Cited alongside, same era.
Tangent-cft: An embedding model for mathematical formulas
Behrooz Mansouri, Shaurya Rohatgi, Douglas W Oard, Jian Wu, C Lee Giles, and Richard Zanibbi · 2019
Cited alongside, same era.
Xlnet: Generalized autoregressive pretraining for language understanding
Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Ruslan Salakhutdinov, and Quoc V Le · 2019
Later among the works it cites.
Topiceq: A joint topic and mathematical equation model for scientific texts
Michihiro Yasunaga and John D Lafferty · 2019
Later among the works it cites.
Structural similarity search for formulas using leaf-root paths in operator subtrees
Wei Zhong and Richard Zanibbi · 2019
Later among the works it cites.
Codebert: A pre-trained model for programming and natural languages, 2020
Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, and Ming Zhou · 2020
Later among the works it cites.
Layoutlm: Pre-training of text and layout for document image understanding
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, and Ming Zhou · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Leveraging bert for extractive text summarization on lectures
Derek Miller · 2019
Cited alongside, same era.
Videobert: A joint model for video and language representation learning
Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, and Cordelia Schmid · 2019
Cited alongside, same era.
Dhanasekar Sundararaman, Vivek Subramanian, Guoyin Wang, Shijing Si, Dinghan Shen, Dong Wang, and Lawrence Carin · 2019
Cited alongside, same era.
Sumqe: a bert-based summary quality estimation model
Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, and Ion Androutsopoulos · 2019
Cited alongside, same era.
Automatic generation of headlines for online math questions
Ke Yuan, Dafang He, Zhuoren Jiang, Liangcai Gao, Zhi Tang, and C Lee Giles · 2020
Later among the works it cites.
A tree-structured decoder for image-to-markup generation
Jianshu Zhang, Jun Du, Yongxin Yang, Yi-Zhe Song, Si Wei, and Lirong Dai · 2020
Later among the works it cites.
Incorporating bert into neural machine translation
Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, and Tie-Yan Liu · 2020
Later among the works it cites.