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Efficient Computing

6,876 papers

Papers per year

Papers

Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022
Using NLP to Support English Teaching in Rural Schools EMNLP 2022
Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino EMNLP 2022
Findings of the WMT 2022 Shared Task on Efficient Translation EMNLP 2022
CUNI-Bergamot Submission at WMT22 General Translation Task EMNLP 2022
eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022
Test Suite Evaluation: Morphological Challenges and Pronoun Translation EMNLP 2022
Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022
The RoyalFlush System for the WMT 2022 Efficiency Task EMNLP 2022
HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022
Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 EMNLP 2022
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022
WebCrawl African : A Multilingual Parallel Corpora for African Languages EMNLP 2022
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation ICML 2022
Set Based Stochastic Subsampling ICML 2022
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data ICML 2022
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets ICML 2022
Faster Fundamental Graph Algorithms via Learned Predictions ICML 2022
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022
Efficient Online ML API Selection for Multi-Label Classification Tasks ICML 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training ICML 2022
Unified Scaling Laws for Routed Language Models ICML 2022
Adversarial Robustness against Multiple and Single $l_p$-Threat Models via Quick Fine-Tuning of Robust Classifiers ICML 2022
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022