Transfer Learning

Adapting Pretrained Text-to-Text Models for Long Text Sequences EMNLP 2023 Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation (Extended Abstract) IJCAI 2023 Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023 BEmoLexBERT: A Hybrid Model for Multilabel Textual Emotion Classification in Bangla by Combining Transformers with Lexicon Features EMNLP 2023 CamelParser2.0: A State-of-the-Art Dependency Parser for Arabic EMNLP 2023 Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023 CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023 CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023 Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023 Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs EMNLP 2023 Detecting Syntactic Change with Pre-trained Transformer Models EMNLP 2023 Distilling Efficient Language-Specific Models for Cross-Lingual Transfer ACL 2023 Domain Incremental Lifelong Learning in an Open World ACL 2023 Domain Transfer for Empathy, Distress, and Personality Prediction ACL 2023 Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords ACL 2023 Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023 Energy and Carbon Considerations of Fine-Tuning BERT EMNLP 2023 Enhancing Arabic Machine Translation for E-commerce Product Information: Data Quality Challenges and Innovative Selection Approaches EMNLP 2023 Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples ACL 2023 Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian Languages ACL 2023 Exploring the Curious Case of Code Prompts ACL 2023 FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023 Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023 Frustratingly Easy Label Projection for Cross-lingual Transfer ACL 2023 FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023