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Efficient Computing

6,876 papers

Papers per year

Papers

Selective Perception: Learning Concise State Descriptions for Language Model Actors NAACL 2024
Efficient Sample-Specific Encoder Perturbations NAACL 2024
TOPICAL: TOPIC Pages AutomagicaLly NAACL 2024
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents NAACL 2024
Improving Repository-level Code Search with Text Conversion NAACL 2024
Investigating Web Corpus Filtering Methods for Language Model Development in Japanese NAACL 2024
HybridBERT - Making BERT Pretraining More Efficient Through Hybrid Mixture of Attention Mechanisms NAACL 2024
HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices NAACL 2024
Efficiently Distilling LLMs for Edge Applications NAACL 2024
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices NAACL 2024
Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR NAACL 2024
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? NAACL 2024
Structured Pruning for Large Language Models Using Coupled Components Elimination and Minor Fine-tuning NAACL 2024
Extremely efficient online query encoding for dense retrieval NAACL 2024
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models NAACL 2024
CLEAN–EVAL: Clean Evaluation on Contaminated Large Language Models NAACL 2024
R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization NAACL 2024
SLiM: Speculative Decoding with Hypothesis Reduction NAACL 2024
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond NAACL 2024
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval NAACL 2024
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models NAACL 2024
A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy NAACL 2024
In-Context Example Ordering Guided by Label Distributions NAACL 2024
LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on Cloud NAACL 2024
Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other NAACL 2024