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Fine-Tuning

487 directly classified papers

Papers per year

Papers

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024
Aligners: Decoupling LLMs and Alignment EMNLP 2024
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning NIPS 2024
Boundary Matters: A Bi-Level Active Finetuning Method NIPS 2024
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NIPS 2024
A Critical Evaluation of AI Feedback for Aligning Large Language Models NIPS 2024
UltraMedical: Building Specialized Generalists in Biomedicine NIPS 2024
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NIPS 2024
Aligning Diffusion Models by Optimizing Human Utility NIPS 2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models NIPS 2024
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation NIPS 2024
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise NIPS 2024
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models NIPS 2024
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving NIPS 2024
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024
Data Anonymization for Privacy-Preserving Large Language Model Fine-Tuning on Call Transcripts EACL 2024
Fine-Tuning Language Models on Dutch Protest Event Tweets EACL 2024
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark NIPS 2024
NLPDame at ClimateActivism 2024: Mistral Sequence Classification with PEFT for Hate Speech, Targets and Stance Event Detection EACL 2024
Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024
Reverse-Engineering the Reader EMNLP 2024
Speechworthy Instruction-tuned Language Models EMNLP 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024
Nebula: A discourse aware Minecraft Builder EMNLP 2024