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Transfer Learning

2,822 papers

Papers per year

12
327
471
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Papers

SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ACL 2022
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution ACL 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Transfer Learning for Color Constancy via Statistic Perspective AAAI 2022
UKP-SQUARE: An Online Platform for Question Answering Research ACL 2022
LiT: Zero-Shot Transfer With Locked-Image Text Tuning CVPR 2022
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition INTERSPEECH 2022
Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022
Deep Model Reassembly NIPS 2022
Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022
WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022
Whodunit? Learning to Contrast for Authorship Attribution AACL 2022
Simultaneous Neural Machine Translation with Prefix Alignment ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
Fast Vocabulary Transfer for Language Model Compression EMNLP 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022
Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator AACL 2022
Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability CVPR 2022
Teaching Unseen Low-resource Languages to Large Translation Models EMNLP 2022
Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022
Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery AAAI 2022
EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022
The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022