conftrace_

parameter-efficient finetuning

59 papers

Explore in graph

Co-occurring keywords

large language model (13587) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) transfer learning (5449) instruction tuning (838) knowledge distillation (3725) language model (4599) multimodal learning (4645) memory efficiency (261)

Papers

MTQE.en-he: Machine Translation Quality Estimation for English-Hebrew EACL 2026
MHA2MLA-VLM: Enabling DeepSeek’s Economical Multi-Head Latent Attention Across Vision-Language Models AAAI 2026
Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning AAAI 2026
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs ACL 2025
Adapting IndicTrans2 for Legal Domain MT via QLoRA Fine-Tuning at JUST-NLP 2025 AACL 2025
A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation AACL 2025
akhilrajeevp at BHASHA Task 1: Minimal-Edit Instruction Tuning for Low-Resource Indic GEC AACL 2025
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models CVPR 2025
GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices ICCV 2025
Can Post-Training Quantization Benefit from an Additional QLoRA Integration? NAACL 2025
Attention to the Burstiness in Visual Prompt Tuning! ICCV 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025
Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025
What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025
JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning NAACL 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025
A Budget Recipe for Finetuning a Long-form Legal Summarization Model AACL 2025
LLMs on a Budget? Say HOLA EMNLP 2025
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation NAACL 2024