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Efficient Computing

6,876 papers

Papers per year

Papers

A Two-Step Approach for Data-Efficient French Pronunciation Learning EMNLP 2024
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models EMNLP 2024
Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics EMNLP 2024
Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval EMNLP 2024
CodeJudge: Evaluating Code Generation with Large Language Models EMNLP 2024
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research EMNLP 2024
SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding EMNLP 2024
Encoding Spreadsheets for Large Language Models EMNLP 2024
ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk EMNLP 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024
Memory-Efficient Fine-Tuning of Transformers via Token Selection EMNLP 2024
Sprout: Green Generative AI with Carbon-Efficient LLM Inference EMNLP 2024
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024
xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics EMNLP 2024
RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference EMNLP 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation EMNLP 2024
TinyAgent: Function Calling at the Edge EMNLP 2024
Arxiv Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance EMNLP 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024
Xinference: Making Large Model Serving Easy EMNLP 2024
RETAIN: Interactive Tool for Regression Testing Guided LLM Migration EMNLP 2024
AutoTrain: No-code training for state-of-the-art models EMNLP 2024
WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild EMNLP 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction EMNLP 2024