Transfer Learning

When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer NAACL 2022 When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 When, Why, and Which Pretrained GANs Are Useful? ICLR 2022 Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022 WikiOmnia: filtration and evaluation of the generated QA corpus on the whole Russian Wikipedia EMNLP 2022 XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference ACL 2022 XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge AAAI 2022 XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing EMNLP 2022 Zero-shot AutoML with Pretrained Models ICML 2022 Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models EMNLP 2022 Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition Interspeech 2022 Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022 Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022 Zero-shot Disfluency Detection for Indian Languages COLING 2022 ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022 A Closer Look at Rotation-Invariant Deep Point Cloud Analysis ICCV 2021 A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021 A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models Interspeech 2021 A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. EMNLP 2021 ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021 Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL 2021 Active Universal Domain Adaptation ICCV 2021 Adam Mickiewicz University’s English-Hausa Submissions to the WMT 2021 News Translation Task EMNLP 2021 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ACL 2021