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Transfer Learning

4,848 papers

Papers per year

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Papers

Does language help generalization in vision models? EMNLP 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools EMNLP 2021
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution EMNLP 2021
On Generalization in Coreference Resolution EMNLP 2021
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms EMNLP 2021
Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description EMNLP 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021
The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021
Corporate Bankruptcy Prediction with Domain-Adapted BERT EMNLP 2021
Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021
Developing a Benchmark for Reducing Data Bias in Authorship Attribution EMNLP 2021
Explainable Quality Estimation: CUNI Eval4NLP Submission EMNLP 2021
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
Does Commonsense help in detecting Sarcasm? EMNLP 2021
BERT Cannot Align Characters EMNLP 2021
Are BERTs Sensitive to Native Interference in L2 Production? EMNLP 2021
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Learning Data Augmentation Schedules for Natural Language Processing EMNLP 2021
Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. EMNLP 2021
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021
Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization EMNLP 2021
Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings EMNLP 2021
Specializing Multilingual Language Models: An Empirical Study EMNLP 2021