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Neural Network Optimization

3,648 papers

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Papers

ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021
G-Transformer for Document-Level Machine Translation ACL 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences ACL 2021
Exploring Discourse Structures for Argument Impact Classification ACL 2021
Reservoir Transformers ACL 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation ACL 2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding ACL 2021
Parameter-Efficient Transfer Learning with Diff Pruning ACL 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation ACL 2021
Long-Span Summarization via Local Attention and Content Selection ACL 2021
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding ACL 2021
Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search ACL 2021
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization ACL 2021
Coreference Resolution without Span Representations ACL 2021
On Orthogonality Constraints for Transformers ACL 2021
TIMERS: Document-level Temporal Relation Extraction ACL 2021
A Mixture-of-Experts Model for Antonym-Synonym Discrimination ACL 2021
Edit Distance Based Curriculum Learning for Paraphrase Generation ACL 2021
Self-Guided Curriculum Learning for Neural Machine Translation ACL 2021
Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning ACL 2021
ITNLP at SemEval-2021 Task 11: Boosting BERT with Sampling and Adversarial Training for Knowledge Extraction ACL 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach ACL 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction ACL 2021
DuluthNLP at SemEval-2021 Task 7: Fine-Tuning RoBERTa Model for Humor Detection and Offense Rating ACL 2021