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Neural Network Optimization

3,648 papers

Papers per year

Papers

HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ACL 2023
CAME: Confidence-guided Adaptive Memory Efficient Optimization ACL 2023
Measuring the Instability of Fine-Tuning ACL 2023
Learning Better Masking for Better Language Model Pre-training ACL 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023
AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression ACL 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies ACL 2023
Interpreting Positional Information in Perspective of Word Order ACL 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining ACL 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023
Hard Sample Aware Prompt-Tuning ACL 2023
Finding the Pillars of Strength for Multi-Head Attention ACL 2023
Decoder Tuning: Efficient Language Understanding as Decoding ACL 2023
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models ACL 2023
A Natural Bias for Language Generation Models ACL 2023
Focused Prefix Tuning for Controllable Text Generation ACL 2023
Prefix Propagation: Parameter-Efficient Tuning for Long Sequences ACL 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
Japanese-to-English Simultaneous Dubbing Prototype ACL 2023
LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism ACL 2023
Building Accurate Low Latency ASR for Streaming Voice Search in E-commerce ACL 2023
BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting ACL 2023
Search Query Spell Correction with Weak Supervision in E-commerce ACL 2023
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ACL 2023