Transfer Learning

KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models COLING 2024 Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024 Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024 Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NeurIPS 2024 Knowledge Editing of Large Language Models Unconstrained by Word Order ACL 2024 Knowledge Fusion By Evolving Weights of Language Models ACL 2024 KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024 KTCN: Enhancing Open-World Object Detection with Knowledge Transfer and Class-Awareness Neutralization IJCAI 2024 LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024 Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn’t ACL 2024 Language-conditioned Detection Transformer CVPR 2024 Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024 LaRA: Large Rank Adaptation for Speech and Text Cross-Modal Learning in Large Language Models EMNLP 2024 LaSCal: Label-Shift Calibration without target labels NeurIPS 2024 LaViP: Language-Grounded Visual Prompting AAAI 2024 Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024 Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024 LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024 LEAD: Exploring Logit Space Evolution for Model Selection CVPR 2024 Learning De-Biased Representations for Remote-Sensing Imagery NeurIPS 2024 Learning Diffusion Texture Priors for Image Restoration CVPR 2024 Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024 Learning Modality Knowledge Alignment for Cross-Modality Transfer ICML 2024 Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024 Learning Structured Representations with Hyperbolic Embeddings NeurIPS 2024