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Transfer Learning

2362 directly classified papers

Papers per year

Papers

RGAT at SemEval-2023 Task 2: Named Entity Recognition Using Graph Attention Network SEMEVAL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023
Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation ACL 2023
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages ACL 2023
Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs AAAI 2023
Hints on the data for language modeling of synthetic languages with transformers ACL 2023
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL AAAI 2023
Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023
Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023
Learning to Imagine: Distillation-Based Interactive Context Exploitation for Dialogue State Tracking AAAI 2023
Linear Classifier: An Often-Forgotten Baseline for Text Classification ACL 2023
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023
Improving Simultaneous Machine Translation with Monolingual Data AAAI 2023
Quantized Feature Distillation for Network Quantization AAAI 2023
Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations AAAI 2023
Non-IID Transfer Learning on Graphs AAAI 2023
Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model AAAI 2023
mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity AAAI 2023
GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023