transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024

Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text NAACL 2024

BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? NAACL 2024

Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024

T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data NAACL 2024

DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024

Cross-Task Generalization Abilities of Large Language Models NAACL 2024

Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection ACL 2024

Sequential Compositional Generalization in Multimodal Models NAACL 2024

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024

Aligning Large Language Models with Recommendation Knowledge NAACL 2024

Multilingual Diversity Improves Vision-Language Representations NIPS 2024

Awajun-OP: Multi-domain dataset for Spanish–Awajun Machine Translation NAACL 2024

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024

LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024

Adapting image-based RL policies via predicted rewards L4DC 2024

Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NIPS 2024

Zero-Shot Video Moment Retrieval From Frozen Vision-Language Models WACV 2024

FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging AAAI 2024

TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024

MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024

Large Language Models Can Learn Temporal Reasoning ACL 2024

Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024