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Efficient Computing

6,876 papers

Papers per year

Papers

Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices IJCAI 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit IJCNLP 2021
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing IJCNLP 2021
IrEne: Interpretable Energy Prediction for Transformers IJCNLP 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models IJCNLP 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization IJCNLP 2021
Database reasoning over text IJCNLP 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences IJCNLP 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation IJCNLP 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators IJCNLP 2021
Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search IJCNLP 2021
Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines IJCNLP 2021
ReadOnce Transformers: Reusable Representations of Text for Transformers IJCNLP 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation IJCNLP 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints IJCNLP 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling IJCNLP 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering IJCNLP 2021
NeurST: Neural Speech Translation Toolkit IJCNLP 2021
MT-Telescope: An interactive platform for contrastive evaluation of MT systems IJCNLP 2021
FastSeq: Make Sequence Generation Faster IJCNLP 2021
ExplainaBoard: An Explainable Leaderboard for NLP IJCNLP 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection IJCNLP 2021
A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021 IJCNLP 2021
The Volctrans Neural Speech Translation System for IWSLT 2021 IJCNLP 2021
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021 IJCNLP 2021