A Comprehensive Analysis of Adapter Efficiency

Author:

Mundra Nandini1ORCID,Doddapaneni Sumanth1ORCID,Dabre Raj2ORCID,Kunchukuttan Anoop3ORCID,Puduppully Ratish4ORCID,Khapra Mitesh M.1ORCID

Affiliation:

1. Indian Institute Of Technology, Madras, India

2. National Institute of Information and Communications Technology, Japan

3. Microsoft, India

4. Institute for Infocomm Research I2R, A*STAR, Singapore, Singapore

Publisher

ACM

Reference44 articles.

1. BIG bench authors. 2023. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Transactions on Machine Learning Research ( 2023 ). https://openreview.net/forum?id=uyTL5Bvosj BIG bench authors. 2023. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Transactions on Machine Learning Research (2023). https://openreview.net/forum?id=uyTL5Bvosj

2. Multitask Learning: A Knowledge-Based Source of Inductive Bias

3. Revisiting Parameter-Efficient Tuning: Are We Really There Yet?

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