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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

Transfer Learning Based Adaptive Automated Negotiating Agent Framework IJCAI 2022
Graph-based Model Generation for Few-Shot Relation Extraction EMNLP 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Neural Networks can Learn Representations with Gradient Descent COLT 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ICML 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training ICML 2022
When Cantonese NLP Meets Pre-training: Progress and Challenges AACL 2022
Domain-specific Evaluation of Word Embeddings for Philosophical Text using Direct Intrinsic Evaluation AACL 2022
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022
Learngene: From Open-World to Your Learning Task AAAI 2022
Conditional Loss and Deep Euler Scheme for Time Series Generation AAAI 2022
HiJoNLP at SemEval-2022 Task 2: Detecting Idiomaticity of Multiword Expressions using Multilingual Pretrained Language Models SEMEVAL 2022
SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SEMEVAL 2022
KDDIE at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition SEMEVAL 2022
PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning EMNLP 2022
Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NIPS 2022
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets SEMEVAL 2022
Transfer Learning for Humor Detection by Twin Masked Yellow Muppets AACL 2022
Measuring the Language of Self-Disclosure across Corpora ACL 2022
CLIP4IDC: CLIP for Image Difference Captioning AACL 2022
Schema Encoding for Transferable Dialogue State Tracking COLING 2022
Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022