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Transfer Learning

1113 directly classified papers

Papers per year

Papers

PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging ACL 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021
Machine Translation into Low-resource Language Varieties ACL 2021
Transferable Query Selection for Active Domain Adaptation CVPR 2021
Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries IJCNLP 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing ACL 2021
A New Representation of Successor Features for Transfer across Dissimilar Environments ICML 2021
Environment Inference for Invariant Learning ICML 2021
Parameterless Transductive Feature Re-representation for Few-Shot Learning ICML 2021
Latent Skill Planning for Exploration and Transfer ICLR 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction ACL 2021
What transfers in morphological inflection? Experiments with analogical models ACL 2021
Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) AAAI 2021
Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization EMNLP 2021
Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction Study EMNLP 2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021
What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP 2021
Transductive Learning for Unsupervised Text Style Transfer EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
On the Relation between Syntactic Divergence and Zero-Shot Performance EMNLP 2021