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Transfer Learning

458 directly classified papers

Papers per year

Papers

Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023
Domain Incremental Lifelong Learning in an Open World ACL 2023
SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023
Multilingual Pre-training with Self-supervision from Global Co-occurrence Information ACL 2023
Pre-trained language models in Spanish for health insurance coverage ACL 2023
Rethinking Semi-supervised Learning with Language Models ACL 2023
REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023
Frustratingly Easy Label Projection for Cross-lingual Transfer ACL 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach SEMEVAL 2023
SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023
Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples ACL 2023
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset ACL 2023
SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL 2023
NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023
Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter? ACL 2023
Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian Languages ACL 2023
Improving Language Plasticity via Pretraining with Active Forgetting NIPS 2023
Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation (Extended Abstract) IJCAI 2023
Exploring the Curious Case of Code Prompts ACL 2023