Transfer Learning

An Empirical Study on Cross-X Transfer for Legal Judgment Prediction AACL 2022 AraLegal-BERT: A pretrained language model for Arabic Legal text EMNLP 2022 A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning COLING 2022 Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022 Automatic Generation of Large-scale Multi-turn Dialogues from Reddit COLING 2022 Automatic Term and Sentence Classification Via Augmented Term and Pre-trained language model in ESG Taxonomy texts EMNLP 2022 BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL 2022 Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ACL 2022 BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022 Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022 CAraNER: The COVID-19 Arabic Named Entity Corpus EMNLP 2022 CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022 Clause Topic Classification in German and English Standard Form Contracts ACL 2022 CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022 CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022 Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022 Comparative Analysis of Cross-lingual Contextualized Word Embeddings EMNLP 2022 Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING 2022 ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification COLING 2022 ConTinTin: Continual Learning from Task Instructions ACL 2022 Cross-lingual Inference with A Chinese Entailment Graph ACL 2022 Cross-lingual Semantic Role Labelling with the Valpal database knowledge ACL 2022 Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022 DadmaTools: Natural Language Processing Toolkit for Persian Language NAACL 2022