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Transfer Learning

8,078 papers

Papers per year

Papers

Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024
Efficient imitation learning with conservative world models L4DC 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024
Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer NAACL 2024
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks NAACL 2024
TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning NAACL 2024
Unlocking Emergent Modularity in Large Language Models NAACL 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024
Making Language Models Better Tool Learners with Execution Feedback NAACL 2024
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models NAACL 2024
Okay, Let’s Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation NAACL 2024
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization NAACL 2024
Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples NAACL 2024
Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback NAACL 2024
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts NAACL 2024
Where are you from? Geolocating Speech and Applications to Language Identification NAACL 2024
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages NAACL 2024
Sequential Compositional Generalization in Multimodal Models NAACL 2024
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition NAACL 2024
Contextual Label Projection for Cross-Lingual Structured Prediction NAACL 2024