conftrace_
← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6,898 papers

Papers per year

3
11
55
503
1398
'05
'10
'15
'20
'25

Papers

Lightweight Models for Multimodal Sequential Data EACL 2021
Learning Compact Metrics for MT EMNLP 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval EMNLP 2021
Speechformer: Reducing Information Loss in Direct Speech Translation EMNLP 2021
Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation EMNLP 2021
Multimodal Phased Transformer for Sentiment Analysis EMNLP 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval EMNLP 2021
Cost-effective End-to-end Information Extraction for Semi-structured Document Images EMNLP 2021
Consistent Accelerated Inference via Confident Adaptive Transformers EMNLP 2021
Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings EMNLP 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering EMNLP 2021
MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021
Understanding and Overcoming the Challenges of Efficient Transformer Quantization EMNLP 2021
Efficient Inference for Multilingual Neural Machine Translation EMNLP 2021
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021
Value-aware Approximate Attention EMNLP 2021
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021
What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021
Finetuning Pretrained Transformers into RNNs EMNLP 2021
How to Train BERT with an Academic Budget EMNLP 2021
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021