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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs COLING 2025
ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty COLING 2025
CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information COLING 2025
Let’s Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model COLING 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025
Efficient Architectures for High Resolution Vision-Language Models COLING 2025
Case2Code: Scalable Synthetic Data for Code Generation COLING 2025
Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models COLING 2025
Reliable, Reproducible, and Really Fast Leaderboards with Evalica COLING 2025
EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs COLING 2025
Q-MiniSAM2: A Quantization-based Benchmark for Resource-Efficient Video Segmentation IJCAI 2025
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation COLING 2025
Improving the Efficiency of Visually Augmented Language Models COLING 2025
Simulate, Refine and Integrate: Strategy Synthesis for Efficient SMT Solving IJCAI 2025
Accelerating Diffusion Transformer via Gradient-Optimized Cache ICCV 2025
Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering COLING 2025
ERNet: Efficient Non-Rigid Registration Network for Point Sequences ICCV 2025
Multispectral Demosaicing via Dual Cameras ICCV 2025
Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks COLING 2025
Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection COLING 2025
Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 2025
AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection COLING 2025
Regional Distribution of the /el/-/æl/ Merger in Australian English COLING 2025
Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping NAACL 2025