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Fine-Tuning

487 directly classified papers

Papers per year

Papers

Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks EMNLP 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance EMNLP 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023
Analyzing Pre-trained and Fine-tuned Language Models EMNLP 2023
Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder’s Perspective EMNLP 2023
Exploration of Open Large Language Models for eDiscovery EMNLP 2023
Empowering Knowledge Discovery from Scientific Literature: A novel approach to Research Artifact Analysis EMNLP 2023
Investigating Techniques for a Deeper Understanding of Neural Machine Translation (NMT) Systems through Data Filtering and Fine-tuning Strategies EMNLP 2023
Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA EMNLP 2023
Where to start? Analyzing the potential value of intermediate models EMNLP 2023
LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023
High-quality argumentative information in low resources approaches improve counter-narrative generation EMNLP 2023
An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023
Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 2023
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation CVPR 2023
Deformable Mesh Transformer for 3D Human Mesh Recovery CVPR 2023
LayoutDM: Transformer-Based Diffusion Model for Layout Generation CVPR 2023
Search Augmented Instruction Learning EMNLP 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023
rematchka at NADI 2023 shared task: Parameter Efficient tuning for Dialect Identification and Dialect Machine Translation EMNLP 2023
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022