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Efficient Computing

1253 directly classified papers

Papers per year

Papers

Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions WACV 2020
MoBiNet: A Mobile Binary Network for Image Classification WACV 2020
The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020
The Cascade Transformer: an Application for Efficient Answer Sentence Selection ACL 2020
Efficient Constituency Parsing by Pointing ACL 2020
schuBERT: Optimizing Elements of BERT ACL 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference ACL 2020
Multi-Unit Transformers for Neural Machine Translation EMNLP 2020
Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020
A Streaming Approach For Efficient Batched Beam Search EMNLP 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020
High Performance Natural Language Processing EMNLP 2020
TopicBERT for Energy Efficient Document Classification EMNLP 2020
Long Document Ranking with Query-Directed Sparse Transformer EMNLP 2020
Abusive Language Detection using Syntactic Dependency Graphs EMNLP 2020
Efficient Inference For Neural Machine Translation EMNLP 2020
Early Exiting BERT for Efficient Document Ranking EMNLP 2020
Overview of the SustaiNLP 2020 Shared Task EMNLP 2020
CircConv: A Structured Convolution with Low Complexity AAAI 2019
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing AAAI 2019
Approximate Kernel Selection with Strong Approximate Consistency AAAI 2019
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data AAAI 2019
TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding AAAI 2019
SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning AAAI 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019