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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

How to tackle an emerging topic? Combining strong and weak labels for Covid news NER IJCNLP 2022
A Data-driven Approach to Named Entity Recognition for Early Modern French COLING 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022
Zero-shot Disfluency Detection for Indian Languages COLING 2022
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022
Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation COLING 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks COLING 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work IJCNLP 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022
Self-Supervised Pretraining Improves Self-Supervised Pretraining WACV 2022
SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model SEMEVAL 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022
Knowledge transfer for learning subject-specific causal models PGM 2022
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022
IITR CodeBusters at SemEval-2022 Task 5: Misogyny Identification using Transformers SEMEVAL 2022
Extractive Knowledge Distillation WACV 2022
Transfer Learning for Pose Estimation of Illustrated Characters WACV 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022
IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022
Causal Discovery and Reinforcement Learning: A Synergistic Integration PGM 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022