Evaluating Parameter Efficient Learning for Generation

Evaluating Parameter Efficient Learning for Generation

25 October 2022

Shrimai Prabhumoye

Bryan Catanzaro

Papers citing "Evaluating Parameter Efficient Learning for Generation"

10 / 10 papers shown

Title
Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper Chengyu Wang Junbing Yan Wei Zhang Jun Huang ALM 40 3 0 22 Nov 2023
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition Yu Yu Chao-Han Huck Yang J. Kolehmainen Prashanth Gurunath Shivakumar Yile Gu ... Denis Filimonov Shalini Ghosh A. Stolcke Ariya Rastrow I. Bulyko 29 8 0 26 Sep 2023
PEFT-Ref: A Modular Reference Architecture and Typology for Parameter-Efficient Finetuning Techniques Mohammed Sabry Anya Belz 36 8 0 24 Apr 2023
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 137 277 0 15 Oct 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 155 101 0 14 Jul 2021
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 133 104 0 30 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 225 305 0 27 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 119 35 0 17 Feb 2021
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,817 0 17 Sep 2019