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Efficient Computing

6,876 papers

Papers per year

Papers

MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter AAAI 2022
InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems AAAI 2022
EasySED: Trusted Sound Event Detection with Self-Distillation AAAI 2022
CNN for Modeling Sanskrit Originated Bengali and Hindi Language AACL 2022
HaRiM+: Evaluating Summary Quality with Hallucination Risk AACL 2022
An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching AACL 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022
F-coref: Fast, Accurate and Easy to Use Coreference Resolution AACL 2022
Meta-Learning Adaptive Knowledge Distillation for Efficient Biomedical Natural Language Processing AACL 2022
Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation AACL 2022
Parsing Electronic Theses and Dissertations Using Object Detection AACL 2022
AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022
Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022
Learning When to Translate for Streaming Speech ACL 2022
Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking ACL 2022
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation ACL 2022
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue ACL 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022
bert2BERT: Towards Reusable Pretrained Language Models ACL 2022
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer ACL 2022
Adaptive Testing and Debugging of NLP Models ACL 2022
Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022
Continual Sequence Generation with Adaptive Compositional Modules ACL 2022