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Transfer Learning

8,078 papers

Papers per year

Papers

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models EMNLP 2024
FIRST: Faster Improved Listwise Reranking with Single Token Decoding EMNLP 2024
Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024
Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024
Towards Robust Speech Representation Learning for Thousands of Languages EMNLP 2024
I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024
Towards Online Continuous Sign Language Recognition and Translation EMNLP 2024
TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024
DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024
GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text EMNLP 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024
Self-Powered LLM Modality Expansion for Large Speech-Text Models EMNLP 2024
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach EMNLP 2024
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness EMNLP 2024