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Efficient Computing

6,876 papers

Papers per year

Papers

Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024
On Efficient and Statistical Quality Estimation for Data Annotation ACL 2024
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL 2024
BatchEval: Towards Human-like Text Evaluation ACL 2024
Speculative Contrastive Decoding ACL 2024
UltraSparseBERT: 99% Conditionally Sparse Language Modelling ACL 2024
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning ACL 2024
LinguaLinked: Distributed Large Language Model Inference on Mobile Devices ACL 2024
UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs ACL 2024
Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions ACL 2024
LLMBox: A Comprehensive Library for Large Language Models ACL 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024
Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024
AFPQ: Asymmetric Floating Point Quantization for LLMs ACL 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression ACL 2024
LoRA Meets Dropout under a Unified Framework ACL 2024
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024
Selective Prefix Tuning for Pre-trained Language Models ACL 2024
Towards Precise Localization of Critical Errors in Machine Translation ACL 2024
LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024
Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference ACL 2024