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Transfer Learning

4,848 papers

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Papers

Unsupervised Stem-based Cross-lingual Part-of-Speech Tagging for Morphologically Rich Low-Resource Languages NAACL 2022
Improving negation detection with negation-focused pre-training NAACL 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
Causal Distillation for Language Models NAACL 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
Learning Cross-Lingual IR from an English Retriever NAACL 2022
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL 2022
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review 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
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation 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