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Transfer Learning

2362 directly classified papers

Papers per year

Papers

ATFormer: A Learned Performance Model with Transfer Learning Across Devices for Deep Learning Tensor Programs EMNLP 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators EMNLP 2023
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec ACL 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
Enhancing Spanish-Quechua Machine Translation with Pre-Trained Models and Diverse Data Sources: LCT-EHU at AmericasNLP Shared Task ACL 2023
Robustness of Learning from Task Instructions ACL 2023
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023
PlayGround Low Resource Machine Translation System for the 2023 AmericasNLP Shared Task ACL 2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023
Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora ACL 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023
Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding ACL 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023
How does the task complexity of masked pretraining objectives affect downstream performance? ACL 2023
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition ACL 2023
A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT ACL 2023
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models ACL 2023
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration ACL 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ACL 2023
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ACL 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023