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Efficient Computing

6,876 papers

Papers per year

Papers

Extending Input Contexts of Language Models through Training on Segmented Sequences NAACL 2024
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models NAACL 2024
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model NAACL 2024
Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with ‘LITE’ NAACL 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation NAACL 2024
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning NAACL 2024
Unlocking Knowledge with OCR-Driven Document Digitization for Peruvian Indigenous Languages NAACL 2024
BSC Submission to the AmericasNLP 2024 Shared Task NAACL 2024
System Description of the NordicsAlps Submission to the AmericasNLP 2024 Machine Translation Shared Task NAACL 2024
Experiments in Mamba Sequence Modeling and NLLB-200 Fine-Tuning for Low Resource Multilingual Machine Translation NAACL 2024
Scoring with Confidence? – Exploring High-confidence Scoring for Saving Manual Grading Effort NAACL 2024
How Much Annotation is Needed to Compare Summarization Models? NAACL 2024
The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics NAACL 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness NAACL 2024
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text NAACL 2024
TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection NAACL 2024
Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection NAACL 2024
Length-Aware Multi-Kernel Transformer for Long Document Classification NAACL 2024
Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining NSDI 2024
Flow Scheduling with Imprecise Knowledge NSDI 2024
Revisiting Congestion Control for Lossless Ethernet NSDI 2024
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices NSDI 2024
Towards Intelligent Automobile Cockpit via A New Container Architecture NSDI 2024
Harmony: A Congestion-free Datacenter Architecture NSDI 2024