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Model Architecture

4,351 papers

Papers per year

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Papers

Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks AAAI 2022
MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter AAAI 2022
Logographic Information Aids Learning Better Representations for Natural Language Inference AACL 2022
Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022
Accelerating Code Search with Deep Hashing and Code Classification ACL 2022
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions ACL 2022
Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ACL 2022
Transkimmer: Transformer Learns to Layer-wise Skim ACL 2022
Lite Unified Modeling for Discriminative Reading Comprehension ACL 2022
NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better ACL 2022
On the Locality of Attention in Direct Speech Translation ACL 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion ACL 2022
Combining Feature and Instance Attribution to Detect Artifacts ACL 2022
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models ACL 2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022
Fast Few-shot Debugging for NLU Test Suites ACL 2022
Joint Entity and Relation Extraction Based on Table Labeling Using Convolutional Neural Networks ACL 2022
Circulant-interactive Transformer with Dimension-aware Fusion for Multimodal Sentiment Analysis ACML 2022
BINAS: Bilinear Interpretable Neural Architecture Search ACML 2022
Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank ACML 2022
EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022