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Transfer Learning

458 directly classified papers

Papers per year

Papers

MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset ACL 2023
Domain Transfer for Empathy, Distress, and Personality Prediction ACL 2023
REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023
NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023
FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023
SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers EACL 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation EACL 2023
Domain Incremental Lifelong Learning in an Open World ACL 2023
SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023
Improving Language Plasticity via Pretraining with Active Forgetting NIPS 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction AACL 2022
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022
Cross-lingual Similarity of Multilingual Representations Revisited IJCNLP 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction IJCNLP 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning COLING 2022
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022