conftrace_

parameter-efficient fine-tuning

736 papers

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Also known as

PEFT

Co-occurring keywords

low-rank adaptation (560) large language model (13587) model compression (3302) transfer learning (5449) parameter efficient fine-tuning (168) knowledge distillation (3725) few-shot learning (3398) domain adaptation (4595) vision-language model (2348) language model (4599)

Papers

From Numbers to Narratives: Efficient Language Model-Based Detection for Safety-Critical Minority Classes EACL 2026

Enhancing Automatic Speech Recognition Models for Maternal and Reproductive Health: Fine-Tuning and Real-World Evaluation in Wolof EACL 2026

RoZO: Geometry-Aware Zeroth-Order Fine-Tuning on Low-Rank Adapters for Black-Box Large Language Models EACL 2026

Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules EACL 2026

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026

RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning EACL 2026

1LoRA: Summation Compression for Very Low-Rank Adaptation WACV 2026

Ultra-Low-Dimensional Prompt Tuning via Random Projection EACL 2026

GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection EACL 2026

Imbalanced Gradients in RL Post-Training of Multi-Task LLMs EACL 2026

Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation EACL 2026

PMWP: A Benchmark for Math Word Problem Solving in Persian EACL 2026

SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA EACL 2026

A Closed-Track System for Palestinian Arabic in the AMIYA Shared Task EACL 2026

GFT: Graph Feature Tuning for Efficient Point Cloud Analysis WACV 2026

PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026

Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging WACV 2026

MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation WACV 2026

ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026

PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark EACL 2026

PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models EACL 2026

Intention-Adaptive LLM Fine-Tuning for Text Revision Generation EACL 2026

MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026

Script Correction and Synthetic Pivoting: Adapting Tencent HY-MT for Low-Resource Turkic Translation EACL 2026

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data EACL 2026