← Learning Types
Deep Learning › Learning Types ›

Fine-Tuning

704 directly classified papers

Papers per year

Papers

Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP 2024
Model Editing by Standard Fine-Tuning ACL 2024
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024
Phased Instruction Fine-Tuning for Large Language Models ACL 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024
From Role-Play to Drama-Interaction: An LLM Solution ACL 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024
Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024
ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024
I love pineapple on pizza != I hate pineapple on pizza: Stance-Aware Sentence Transformers for Opinion Mining EMNLP 2024
KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024
LoRA Meets Dropout under a Unified Framework ACL 2024
RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models ACL 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024
Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ACL 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions ACL 2024
Small Models are Valuable Plug-ins for Large Language Models ACL 2024
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL 2024
Demystifying Instruction Mixing for Fine-tuning Large Language Models ACL 2024
Feriji: A French-Zarma Parallel Corpus, Glossary & Translator ACL 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024