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Efficient Computing

6,876 papers

Papers per year

Papers

Towards Efficient Dialogue Processing in the Emergency Response Domain ACL 2023
LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism ACL 2023
pNLP-Mixer: an Efficient all-MLP Architecture for Language ACL 2023
CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ACL 2023
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses ACL 2023
The economic trade-offs of large language models: A case study ACL 2023
Application-Agnostic Language Modeling for On-Device ASR ACL 2023
A Static Evaluation of Code Completion by Large Language Models ACL 2023
MobileNMT: Enabling Translation in 15MB and 30ms ACL 2023
HyperT5: Towards Compute-Efficient Korean Language Modeling ACL 2023
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding ACL 2023
BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting ACL 2023
Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization ACL 2023
Rethinking Round-Trip Translation for Machine Translation Evaluation ACL 2023
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers ACL 2023
A Two-Stage Decoder for Efficient ICD Coding ACL 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization ACL 2023
Fusion or Defusion? Flexible Vision-and-Language Pre-Training ACL 2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ACL 2023
Towards Robust Ranker for Text Retrieval ACL 2023
Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination ACL 2023
PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models ACL 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer ACL 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator ACL 2023