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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

Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children’s Automatic Speech Recognition INTERSPEECH 2024
Event Detection from Social Media for Epidemic Prediction NAACL 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024
Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations NAACL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024
T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data NAACL 2024
BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? NAACL 2024
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text NAACL 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024
Where are you from? Geolocating Speech and Applications to Language Identification NAACL 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024
XferBench: a Data-Driven Benchmark for Emergent Language NAACL 2024
Training Compute-Optimal Protein Language Models NIPS 2024
Sequential Compositional Generalization in Multimodal Models NAACL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024