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Transfer Learning

510 directly classified papers

Papers per year

Papers

Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis CVPR 2024
TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024
TL-CL: Task And Language Incremental Continual Learning EMNLP 2024
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024
On the Generalization Ability of Unsupervised Pretraining AISTATS 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024
Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning ACL 2024
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach CVPR 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024
Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting EMNLP 2024
Team Curie at HSD-2Lang 2024: Hate Speech Detection in Turkish and Arabic Tweets using BERT-based models EACL 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024
Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect EACL 2024
Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform NIPS 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024
MEVTR: A Multilingual Model Enhanced with Visual Text Representations COLING 2024
KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024