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Transfer Learning

8,078 papers

Papers per year

Papers

Textual Dataset Distillation via Language Model Embedding EMNLP 2024
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models EMNLP 2024
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024
AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks EMNLP 2024
Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech EMNLP 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024
LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation EMNLP 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024
Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks EMNLP 2024
CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024
Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024
Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification EMNLP 2024
TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modeling EMNLP 2024
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging EMNLP 2024
MultiContrievers: Analysis of Dense Retrieval Representations EMNLP 2024
Accelerating Sparse Autoencoder Training via Layer-Wise Transfer Learning in Large Language Models EMNLP 2024
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models EMNLP 2024
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy EMNLP 2024
One-Vs-Rest Neural Network English Grapheme Segmentation: A Linguistic Perspective EMNLP 2024
Less is Fed More: Sparsity Reduces Feature Distortion in Federated Learning EMNLP 2024
Grounded Language Agent for Product Search via Intelligent Web Interactions EMNLP 2024