conftrace_

parameter-efficient tuning

156 papers

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Also known as

PET PETUNING

Co-occurring keywords

large language model (13587) transfer learning (5449) prompt tuning (391) few-shot learning (3398) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) vision-language model (2348) pretrained language model (1030) language model (4599)

Papers

PrAd: Prompt Adaptive Tuning for Decoder-only Language Models EMNLP 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs ACL 2025
AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025
DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction IJCNLP 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
PAVE: Patching and Adapting Video Large Language Models CVPR 2025
Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models ACL 2024
The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification NAACL 2024
Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024
KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024
Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024
Towards One-to-Many Visual Question Answering EMNLP 2024
CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning WACV 2024
Vision-Language Models are Strong Noisy Label Detectors NIPS 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages ACL 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NIPS 2024
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024