Title
Modeling Protein Using Large-scale Pretrain Language Model Yijia Xiao J. Qiu Ziang Li Chang-Yu Hsieh Jie Tang 31 28 0 17 Aug 2021
Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models Pascal Sturmfels Jesse Vig Ali Madani Nazneen Rajani 26 25 0 01 Dec 2020
ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing Ahmed Elnaggar M. Heinzinger Christian Dallago Ghalia Rehawi Yu Wang ... Tamas B. Fehér Christoph Angerer Martin Steinegger D. Bhowmik B. Rost DRL 25 927 0 13 Jul 2020
BERTology Meets Biology: Interpreting Attention in Protein Language Models Jesse Vig Ali Madani Lav Varshney Caiming Xiong R. Socher Nazneen Rajani 36 289 0 26 Jun 2020
ProGen: Language Modeling for Protein Generation Ali Madani Bryan McCann Nikhil Naik N. Keskar N. Anand Raphael R. Eguchi Po-Ssu Huang R. Socher 34 276 0 08 Mar 2020
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information Seonwoo Min Seunghyun Park Siwon Kim Hyun-Soo Choi Byunghan Lee Sungroh Yoon SSL 22 62 0 25 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 309 24,160 0 26 Jul 2019
Evaluating Protein Transfer Learning with TAPE Roshan Rao Nicholas Bhattacharya Neil Thomas Yan Duan Xi Chen John F. Canny Pieter Abbeel Yun S. Song SSL 63 786 0 19 Jun 2019
Learning protein sequence embeddings using information from structure Tristan Bepler Bonnie Berger 42 286 0 22 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 575 93,936 0 11 Oct 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 44 11,520 0 15 Feb 2018
Deep generative models of genetic variation capture mutation effects Adam J. Riesselman John Ingraham D. Marks DRL BDL 33 23 0 18 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 223 129,831 0 12 Jun 2017
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model Sheng Wang S. Sun Zerui Li Renyu Zhang Jinbo Xu 26 818 0 02 Sep 2016