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Efficient Computing

6,876 papers

Papers per year

Papers

GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment ACL 2024
E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024
Extending Context Window of Large Language Models via Semantic Compression ACL 2024
Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding ACL 2024
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ACL 2024
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter ACL 2024
PartialFormer: Modeling Part Instead of Whole for Machine Translation ACL 2024
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ACL 2024
Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024
BASS: Batched Attention-optimized Speculative Sampling ACL 2024
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ACL 2024
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models ACL 2024
Codec-SUPERB: An In-Depth Analysis of Sound Codec Models ACL 2024
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts ACL 2024
Centroid-Based Efficient Minimum Bayes Risk Decoding ACL 2024
Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024
Graph-Structured Speculative Decoding ACL 2024
Cache & Distil: Optimising API Calls to Large Language Models ACL 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models ACL 2024
AdaLomo: Low-memory Optimization with Adaptive Learning Rate ACL 2024