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← Core AI
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Core AI
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Model Compression
1928 directly classified papers
Papers per year
2013: 2
2014: 1
2015: 6
2016: 4
2017: 13
2018: 47
2019: 81
2020: 114
2021: 172
2022: 191
2023: 272
2024: 370
2025: 489
2026: 166
Papers
FLAT-LLM: Fine-grained Low-rank Activation Space Transformation for Large Language Model Compression
EACL 2026
POaaS: Minimal-Edit Prompt Optimization as a Service to Lift Accuracy and Cut Hallucinations on On-Device sLLMs
EACL 2026
Compressing Language Models for Specialized Domains
EACL 2026
Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLMs
EACL 2026
Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration
EACL 2026
Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging
EACL 2026
SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA
EACL 2026
When Speed Meets Intelligence: Scalable Conversational NER in an Ever-evolving World
EACL 2026
Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code
EACL 2026
CacheNotes: Task-Aware Key-Value Cache Compression for Reasoning-Intensive Knowledge Tasks
EACL 2026
H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs
EACL 2026
BLUR: A Bi-Level Optimization Approach for LLM Unlearning
EACL 2026
Visual Detector Compression via Location-Aware Discriminant Analysis
WACV 2026
Safe Vision-Language Models via Unsafe Weights Manipulation
WACV 2026
KAD: A Framework for Proxy-based Test-time Alignment with Knapsack Approximation Deferral
EACL 2026
Delta-LLaVA: Base-then-Specialize Alignment for Token-Efficient Vision-Language Models
WACV 2026
CLoCKDistill: Consistent Location and Context aware Knowledge Distillation for DETRs
WACV 2026
CanKD: Cross-Attention-based Non-local Operation for Feature-based Knowledge Distillation
WACV 2026
1LoRA: Summation Compression for Very Low-Rank Adaptation
WACV 2026
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation
WACV 2026
Beyond Real Weights: Hypercomplex Representations for Stable Quantization
WACV 2026
PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark
EACL 2026
A Closed-Track System for Palestinian Arabic in the AMIYA Shared Task
EACL 2026
MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models
WACV 2026
APEX-Q: Arbitrary-dimension Product-EXtension Quantization for Accelerated LLM Deployment (Student Abstract)
AAAI 2026
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