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Model Compression

1928 directly classified papers

Papers per year

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