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Transfer Learning

2362 directly classified papers

Papers per year

Papers

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
I2R’s End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task ACL 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023
Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis ACL 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation ICCV 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
G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023
How does the task complexity of masked pretraining objectives affect downstream performance? ACL 2023
Vision Transformers Are Parameter-Efficient Audio-Visual Learners CVPR 2023
Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer 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
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023
AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023
ELiRF-VRAIN at BioNLP Task 1B: Radiology Report Summarization ACL 2023
The Web Can Be Your Oyster for Improving Language Models ACL 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023
SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023
Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks ACL 2023