Transfer Learning

Do Charge Prediction Models Learn Legal Theory? EMNLP 2022 DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022 Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning COLING 2022 Does GNN Pretraining Help Molecular Representation? NeurIPS 2022 Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022 Does Robustness on ImageNet Transfer to Downstream Tasks? CVPR 2022 Domain Adaptation of Machine Translation with Crowdworkers EMNLP 2022 Domain Adaptation under Open Set Label Shift NeurIPS 2022 Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022 Domain-Agnostic Prior for Transfer Semantic Segmentation CVPR 2022 Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022 Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022 Domain-specific Evaluation of Word Embeddings for Philosophical Text using Direct Intrinsic Evaluation AACL 2022 DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022 DPTDR: Deep Prompt Tuning for Dense Passage Retrieval COLING 2022 DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022 Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL 2022 Dynamic Domain Generalization IJCAI 2022 Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition NAACL 2022 Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification NAACL 2022 Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022 Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022