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Efficient Computing

6,876 papers

Papers per year

Papers

Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021
ACT: an Attentive Convolutional Transformer for Efficient Text Classification AAAI 2021
Accelerating Neural Machine Translation with Partial Word Embedding Compression AAAI 2021
Interactive Speech and Noise Modeling for Speech Enhancement AAAI 2021
RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery AAAI 2021
Predicting Forest Fire Using Remote Sensing Data And Machine Learning AAAI 2021
Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization AAAI 2021
Tool for Automated Tax Coding of Invoices AAAI 2021
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021
Reinforcement Learning-based Product Delivery Frequency Control AAAI 2021
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure AAAI 2021
Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021
Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) AAAI 2021
Efficient Robust Music Genre Classification with Depthwise Separable Convolutions and Source Separation AAAI 2021
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices AAAI 2021
AutoText: An End-to-End AutoAI Framework for Text AAAI 2021
EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition AAAI 2021
Engage the Public: Poll Question Generation for Social Media Posts ACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021
Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021
IrEne: Interpretable Energy Prediction for Transformers ACL 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021
Beyond Sentence-Level End-to-End Speech Translation: Context Helps ACL 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021
Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021