Transfer Learning

Causal-Debias: Unifying Debiasing in Pretrained Language Models and Fine-tuning via Causal Invariant Learning ACL 2023 Chain-of-Thought Embeddings for Stance Detection on Social Media EMNLP 2023 Classification of Vocal Intensity Category from Speech using the Wav2vec2 and Whisper Embeddings Interspeech 2023 Client-Customized Adaptation for Parameter-Efficient Federated Learning ACL 2023 CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels AAAI 2023 Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023 Code-Switched Text Synthesis in Unseen Language Pairs ACL 2023 CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023 Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models EMNLP 2023 Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters Interspeech 2023 Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023 Contextualized Soft Prompts for Extraction of Event Arguments ACL 2023 Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023 CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching CVPR 2023 CoSiNES: Contrastive Siamese Network for Entity Standardization ACL 2023 Cross Contrasting Feature Perturbation for Domain Generalization ICCV 2023 Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023 Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages ACL 2023 Crosslingual Generalization through Multitask Finetuning ACL 2023 Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023 Cross-Modal Fine-Tuning: Align then Refine ICML 2023 C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023 Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features EMNLP 2023 Data-Free Sketch-Based Image Retrieval CVPR 2023 Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023