conftrace_
← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6,876 papers

Papers per year

Papers

AI Model Factory: Scaling AI for Industry 4.0 Applications AAAI 2023
Binary and Ternary Natural Language Generation ACL 2023
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER ACL 2023
Subset Retrieval Nearest Neighbor Machine Translation ACL 2023
Open-ended Long Text Generation via Masked Language Modeling ACL 2023
Pruning Pre-trained Language Models Without Fine-Tuning ACL 2023
FAA: Fine-grained Attention Alignment for Cascade Document Ranking ACL 2023
Sequence Parallelism: Long Sequence Training from System Perspective ACL 2023
BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking ACL 2023
Dynamic and Efficient Inference for Text Generation via BERT Family ACL 2023
InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation ACL 2023
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023
Free Lunch for Efficient Textual Commonsense Integration in Language Models ACL 2023
Parameter-Efficient Fine-Tuning without Introducing New Latency ACL 2023
Unified Demonstration Retriever for In-Context Learning ACL 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023
Parallel Context Windows for Large Language Models ACL 2023
Efficient Transformers with Dynamic Token Pooling ACL 2023
Multiview Identifiers Enhanced Generative Retrieval ACL 2023
Dynamic Transformers Provide a False Sense of Efficiency ACL 2023
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ACL 2023
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models ACL 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023
NEUROSTRUCTURAL DECODING: Neural Text Generation with Structural Constraints ACL 2023
LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction ACL 2023