Controlling Computation versus Quality for Neural Sequence Models

17 February 2020

Papers citing "Controlling Computation versus Quality for Neural Sequence Models"

10 / 10 papers shown

Title
Hyper-multi-step: The Truth Behind Difficult Long-context Tasks Yijiong Yu Ma Xiufa Fang Jianwei Zhi-liang Xu Su Guangyao ... Zhixiao Qi Wei Wang Wei Liu Ran Chen Ji Pei LRM RALM 29 0 0 06 Oct 2024
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder Khai Le-Duc Phuc Phan Tan-Hanh Pham Bach Phan Tat Minh-Huong Ngo Chris Ngo Thanh Nguyen-Tang Truong-Son Hy LM&MA 48 0 0 21 Sep 2024
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference Tao Lei Junwen Bai Siddhartha Brahma Joshua Ainslie Kenton Lee ... Vincent Zhao Yuexin Wu Bo-wen Li Yu Zhang Ming-Wei Chang BDL AI4CE 30 55 0 11 Apr 2023
Fast Inference from Transformers via Speculative Decoding Yaniv Leviathan Matan Kalman Yossi Matias LRM 44 628 0 30 Nov 2022
Efficiently Controlling Multiple Risks with Pareto Testing Bracha Laufer-Goldshtein Adam Fisch Regina Barzilay Tommi Jaakkola 36 16 0 14 Oct 2022
Unsupervised Early Exit in DNNs with Multiple Exits U. HariNarayanN M. Hanawal Avinash Bhardwaj 29 10 0 20 Sep 2022
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 53 1,088 0 08 Jun 2021
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Z. Chen MoE 31 1,108 0 30 Jun 2020
The Right Tool for the Job: Matching Model and Instance Complexities Roy Schwartz Gabriel Stanovsky Swabha Swayamdipta Jesse Dodge Noah A. Smith 35 167 0 16 Apr 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018