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Transfer Learning

3,884 papers

Papers per year

Papers

Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank NAACL 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence NAACL 2022
IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022
Label Definitions Improve Semantic Role Labeling NAACL 2022
Conceptualizing Treatment Leakage in Text-based Causal Inference NAACL 2022
Template-free Prompt Tuning for Few-shot NER NAACL 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022
DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles NAACL 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022
Methods for Estimating and Improving Robustness of Language Models NAACL 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022
Towards Open-Domain Topic Classification NAACL 2022
New Frontiers of Information Extraction NAACL 2022
Language Models for Code-switch Detection of te reo Māori and English in a Low-resource Setting NAACL 2022
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer NAACL 2022
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation NAACL 2022
Cross-Domain Classification of Moral Values NAACL 2022
The Specificity and Helpfulness of Peer-to-Peer Feedback in Higher Education NAACL 2022
Multi-Task Learning to Capture Changes in Mood Over Time NAACL 2022
Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data NAACL 2022