Transfer Learning

Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023 Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers EACL 2023 SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023 SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023 SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023 The Effect of Alignment Correction on Cross-Lingual Annotation Projection ACL 2023 The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP 2023 Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts EMNLP 2023 Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023 T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks EMNLP 2023 Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter? ACL 2023 TransGEC: Improving Grammatical Error Correction with Translationese ACL 2023 Where to start? Analyzing the potential value of intermediate models EMNLP 2023 X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023 Z-Index at BLP-2023 Task 2: A Comparative Study on Sentiment Analysis EMNLP 2023 Abstraction not Memory: BERT and the English Article System NAACL 2022 AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022 Adaptable Adapters NAACL 2022 Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022 A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022 A Data-driven Approach to Named Entity Recognition for Early Modern French COLING 2022 A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts ACL 2022 A Label-Aware Autoregressive Framework for Cross-Domain NER NAACL 2022 Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding COLING 2022 Analyzing Gender Representation in Multilingual Models ACL 2022