Transfer Learning

When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? NAACL 2022 When does Parameter-Efficient Transfer Learning Work for Machine Translation? EMNLP 2022 When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework AAAI 2022 When Language Model Meets Private Library EMNLP 2022 When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT COLING 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations ICLR 2022 Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022 Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction COLING 2022 WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ACL 2022 XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022 XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction NAACL 2022 X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection SemEval 2022 YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning SemEval 2022 You Only Need One Model for Open-domain Question Answering EMNLP 2022 Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022 Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022 Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models EMNLP 2022 Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022 Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022 Zero-shot cross-lingual open domain question answering NAACL 2022 Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt EMNLP 2022 Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ACL 2022 Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble ACL 2022