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Transfer Learning

2,822 papers

Papers per year

12
327
471
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Papers

Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives EMNLP 2024
Data Contamination Can Cross Language Barriers EMNLP 2024
Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024
Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024
DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning EMNLP 2024
Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? EMNLP 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024
Task Oriented In-Domain Data Augmentation EMNLP 2024
Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation EMNLP 2024
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024
DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024
INDUS: Effective and Efficient Language Models for Scientific Applications EMNLP 2024
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024
Arcee’s MergeKit: A Toolkit for Merging Large Language Models EMNLP 2024
Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024
ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024
PRISM: A New Lens for Improved Color Understanding EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Transfer Learning for Text Classification via Model Risk Analysis EMNLP 2024
LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024