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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

Event Detection from Social Media for Epidemic Prediction NAACL 2024
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NIPS 2024
Learning and Transferring Sparse Contextual Bigrams with Linear Transformers NIPS 2024
Learning De-Biased Representations for Remote-Sensing Imagery NIPS 2024
Efficiency for Free: Ideal Data Are Transportable Representations NIPS 2024
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion NIPS 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection NIPS 2024
ITEC at MLSP 2024: Transferring Predictions of Lexical Difficulty from Non-Native Readers NAACL 2024
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift NIPS 2024
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes NIPS 2024
Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation NAACL 2024
Why are Visually-Grounded Language Models Bad at Image Classification? NIPS 2024
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024
Rethinking Imbalance in Image Super-Resolution for Efficient Inference NIPS 2024
XferBench: a Data-Driven Benchmark for Emergent Language NAACL 2024
Multilingual Models for ASR in Chibchan Languages NAACL 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization NIPS 2024
LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024
ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NIPS 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
A synthetic data approach for domain generalization of NLI models ACL 2024
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning NIPS 2024