← Learning Types
Machine Learning › Learning Types ›

Fine-Tuning

487 directly classified papers

Papers per year

Papers

Considering Human Interaction and Variability in Automatic Text Simplification EMNLP 2024
Difficult for Whom? A Study of Japanese Lexical Complexity EMNLP 2024
HW-TSC’s Participation in the WMT 2024 QEAPE Task EMNLP 2024
SRIB-NMT’s Submission to the Indic MT Shared Task in WMT 2024 EMNLP 2024
Team Curie at HSD-2Lang 2024: Hate Speech Detection in Turkish and Arabic Tweets using BERT-based models EACL 2024
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models CVPR 2024
DriveTrack: A Benchmark for Long-Range Point Tracking in Real-World Videos CVPR 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion CVPR 2024
Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024
Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning CVPR 2024
ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024
Reducing Privacy Risks in Online Self-Disclosures with Language Models ACL 2024
The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ACL 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model ACL 2024
Aligning Large Language Models via Fine-grained Supervision ACL 2024
Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024
A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024
Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models ACL 2024
Irish-based Large Language Model with Extreme Low-Resource Settings in Machine Translation ACL 2024
MUSCLE: A Model Update Strategy for Compatible LLM Evolution EMNLP 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024