OPD@NL4Opt: An ensemble approach for the NER task of the optimization problem

Roberta: A robustly optimized bert pretraining approach

Original

Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907

Earlier work this paper cites.

Huggingface’s transformers: State-of-the-art natural language processing

Original

Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, et al. 2019 · 1910

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Deberta: Decoding-enhanced bert with disentangled attention

Original

Pengcheng He, Xiaodong Liu, Jianfeng Gao, and Weizhu Chen. 2020 · 2006

Earlier work this paper cites.

Explaining and harnessing adversarial examples

Original

Ian J Goodfellow, Jonathon Shlens, and Christian Szegedy. 2014 · 2014

Cited alongside, same era.

Bert: Pre-training of deep bidirectional transformers for language understanding

Original

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018

Cited alongside, same era.

Debertav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing

Original

Pengcheng He, Jianfeng Gao, and Weizhu Chen. 2021 · 2021

Later among the works it cites.

Augmenting operations research with auto-formulation of optimization models from problem descriptions

Rindranirina Ramamonjison, Haley Li, Timothy T. Yu, Shiqi He, Vishnu Rengan, Amin Banitalebi-Dehkordi, Zirui Zhou, and Yong Zhang. 2022 · 2022

Later among the works it cites.