Methods › General › Feedforward Networks › Adapter

Adapter

1,147 papers tagged archive 2025-07-28

Introduced by Minh Van Nguyen et al. in Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

PaperSource

Papers archive 2025-07-28

30 shown of 1,147, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Tasks archive 2025-07-28

20 shown of 691 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

TaskPapers
parameter-efficient fine-tuning126
Language Modelling111
Transfer Learning102
Language Modeling91
Semantic Segmentation73
Image Generation68
Segmentation59
Decoder50
Large Language Model48
Domain Adaptation42
Retrieval42
Few-Shot Learning41
Federated Learning39
Question Answering39
Speech Recognition37
speech-recognition37
Image Segmentation33
Object Detection32
Video Generation32
Continual Learning31

Usage over time archive 2025-07-28

Papers per year tagged with Adapter: 2014 to 2025, peak 484 484 0 2014: 1 paper 2014 2015: 0 papers 2015 2016: 0 papers 2016 2017: 0 papers 2017 2018: 0 papers 2018 2019: 0 papers 2019 2020: 0 papers 2020 2021: 53 papers 2021 2022: 95 papers 2022 2023: 266 papers 2023 2024: 484 papers 2024 2025: 248 papers 2025
Papers per year the archive tags with this method, by the paper's archive date (1,147 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Feedforward Networks

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