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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning INTERSPEECH 2023
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages ACL 2023
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models ACL 2023
Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023
A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT ACL 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023
Learn to Not Link: Exploring NIL Prediction in Entity Linking ACL 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models ACL 2023
Adversarial Training for Low-Resource Disfluency Correction ACL 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System ACL 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer ACL 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ACL 2023
Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023
DUB: Discrete Unit Back-translation for Speech Translation ACL 2023
Synthetic Pre-Training Tasks for Neural Machine Translation ACL 2023
Commonsense Knowledge Transfer for Pre-trained Language Models ACL 2023
On the Role of Parallel Data in Cross-lingual Transfer Learning ACL 2023
WKU_NLP at SemEval-2023 Task 9: Translation Augmented Multilingual Tweet Intimacy Analysis SEMEVAL 2023
Target-Oriented Relation Alignment for Cross-Lingual Stance Detection ACL 2023
IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ACL 2023
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023