conftrace_

inference speed

96 papers

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model compression (3302) efficient computing (781) knowledge distillation (3725) neural machine translation (2310) attention mechanism (4001) large language model (13587) model efficiency (206) non-autoregressive translation (102) convolutional neural network (4226) machine translation (2499)

Papers

BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023
RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems ACL 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks CVPR 2023
PALBERT: Teaching ALBERT to Ponder NIPS 2022
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022
Speed Up Object Detection on Gigapixel-Level Images With Patch Arrangement CVPR 2022
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022
Fast Bilingual Grapheme-To-Phoneme Conversion NAACL 2022
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022
The RoyalFlush System for the WMT 2022 Efficiency Task EMNLP 2022
Non-Autoregressive Neural Machine Translation: A Call for Clarity EMNLP 2022
RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise EMNLP 2022
ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation CVPR 2022
MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification INTERSPEECH 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models NAACL 2022
Non-Autoregressive Machine Translation: It’s Not as Fast as it Seems NAACL 2022
Non-Autoregressive Models for Fast Sequence Generation EMNLP 2022
A Stacking-based Efficient Method for Toxic Language Detection on Live Streaming Chat EMNLP 2022
EL-Attention: Memory Efficient Lossless Attention for Generation ICML 2021
Efficient Inference for Multilingual Neural Machine Translation EMNLP 2021
Streaming End-to-End ASR Based on Blockwise Non-Autoregressive Models INTERSPEECH 2021
RepVGG: Making VGG-Style ConvNets Great Again CVPR 2021