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Efficient Computing

6,876 papers

Papers per year

Papers

Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022
FNet: Mixing Tokens with Fourier Transforms NAACL 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022
IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022
Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model NAACL 2022
Lightweight Transformers for Conversational AI NAACL 2022
Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022
PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting NAACL 2022
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT NAACL 2022
Towards Computationally Feasible Deep Active Learning NAACL 2022
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models NAACL 2022
Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching NAACL 2022
Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation NAACL 2022
System Description on Automatic Simultaneous Translation Workshop NAACL 2022
System Description on Third Automatic Simultaneous Translation Workshop NAACL 2022
Clean or Annotate: How to Spend a Limited Data Collection Budget NAACL 2022
Efficient Scheduling Policies for Microsecond-Scale Tasks NSDI 2022
A Case for Task Sampling based Learning for Cluster Job Scheduling NSDI 2022
Starlight: Fast Container Provisioning on the Edge and over the WAN NSDI 2022
PowerTCP: Pushing the Performance Limits of Datacenter Networks NSDI 2022
FlexTOE: Flexible TCP Offload with Fine-Grained Parallelism NSDI 2022
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers NSDI 2022
NetVRM: Virtual Register Memory for Programmable Networks NSDI 2022
SwiSh: Distributed Shared State Abstractions for Programmable Switches NSDI 2022