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soft prompting

18 papers

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large language model (9) vision-language model (5) prompt learning (4) soft prompt (3) few-shot learning (3) graph neural network (2) compositional zero-shot learning (2) text generation (2) question answering (2) domain adaptation (2)

Papers

ScoreNet: Netting Lightweight Quality Scores for Better Visual Assessment with Large Multi-Modality Models WACV 2026 Conflict-Aware Soft Prompting for Retrieval-Augmented Generation EMNLP 2025 Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs ACL 2025 Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025 Soft Prompting for Unlearning in Large Language Models NAACL 2025 Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025 VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025 BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction ACL 2024 GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024 Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024 LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024 SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation NAACL 2024 Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions Interspeech 2024 ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ACL 2023 LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models CVPR 2023 Learning to Compose Soft Prompts for Compositional Zero-Shot Learning ICLR 2023 Discourse-Aware Soft Prompting for Text Generation EMNLP 2022 Discrete and Soft Prompting for Multilingual Models EMNLP 2021