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Transfer Learning

510 directly classified papers

Papers per year

Papers

CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023
Distilling Cross-Temporal Contexts for Continuous Sign Language Recognition CVPR 2023
Dual-Path Adaptation From Image to Video Transformers CVPR 2023
FrustumFormer: Adaptive Instance-Aware Resampling for Multi-View 3D Detection CVPR 2023
Scalable Theory-Driven Regularization of Scene Graph Generation Models AAAI 2023
Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data AAAI 2023
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline ACL 2023
Visually-augmented pretrained language models for NLP tasks without images ACL 2023
TAVT: Towards Transferable Audio-Visual Text Generation ACL 2023
A Side-by-side Comparison of Transformers for Implicit Discourse Relation Classification ACL 2023
Images Speak in Images: A Generalist Painter for In-Context Visual Learning CVPR 2023
TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition CVPR 2023
ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing EMNLP 2023
InteMATs: Integrating Granularity-Specific Multilingual Adapters for Cross-Lingual Transfer EMNLP 2023
Visually Grounded Continual Language Learning with Selective Specialization EMNLP 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition EMNLP 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
GC-Hunter at ImageArg Shared Task: Multi-Modal Stance and Persuasiveness Learning EMNLP 2023
Equivariant Adaptation of Large Pretrained Models NIPS 2023
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition EMNLP 2022
Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022
Label Semantics for Few Shot Named Entity Recognition ACL 2022