Masked language modeling pretraining dynamics for downstream peptide: T-cell receptor binding prediction

The datasets used in this article for model training are publicly available from each original model's authors at https://github.com/SFGLab/bertrand, https://github.com/wukevin/tcr-bert, https://github.com/NKI-AI/STAPLER, and https://github.com/barthelemymp/TULIP-TCR.

Authors

Institutions

Publication Details

Journal
Bioinformatics Advances
Published
2024-12-26
DOI
https://doi.org/10.1093/bioadv/vbaf028
Primary Topic
vaccines and immunoinformatics approaches
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Masked language modeling pretraining dynamics for downstream peptide: T-cell receptor binding prediction

Blake J. Landry, Jian Zhang
Bioinformatics Advances
vaccines and immunoinformatics approaches
article

Masked language modeling pretraining dynamics for downstream peptide: T-cell receptor binding prediction

Blake J. Landry, Jian Zhang
article en

Abstract

The datasets used in this article for model training are publicly available from each original model's authors at https://github.com/SFGLab/bertrand, https://github.com/wukevin/tcr-bert, https://github.com/NKI-AI/STAPLER, and https://github.com/barthelemymp/TULIP-TCR.

Bioinformatics AdvancesVol. 5(1)
Louisiana State University (US)
National Science Foundation
Openalex Percentile: Top 78%
vaccines and immunoinformatics approaches
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Masked language modeling pretraining dynamics for downstream peptide: T-cell receptor binding prediction — Blake J. Landry, Jian Zhang · Bioinformatics Advances (2024) | TGRS Research Map | TGRS