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Transfer Learning

458 directly classified papers

Papers per year

Papers

A Data-driven Approach to Named Entity Recognition for Early Modern French COLING 2022
Automatic Generation of Large-scale Multi-turn Dialogues from Reddit COLING 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification COLING 2022
Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING 2022
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment COLING 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work IJCNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing IJCNLP 2022
FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages IJCNLP 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction IJCNLP 2022
Dynamic Context Extraction for Citation Classification IJCNLP 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook EMNLP 2022
Cross-lingual Similarity of Multilingual Representations Revisited IJCNLP 2022
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data NAACL 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022
Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
ConTinTin: Continual Learning from Task Instructions ACL 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification IJCNLP 2022
Double Trouble: How to not Explain a Text Classifier’s Decisions Using Counterfactuals Synthesized by Masked Language Models? IJCNLP 2022
Abstraction not Memory: BERT and the English Article System NAACL 2022
A Label-Aware Autoregressive Framework for Cross-Domain NER NAACL 2022