Political Leaning and Politicalness Classification of Texts Paper • 2507.13913 • Published Jul 18, 2025 • 2
Revisiting Prompt Sensitivity in Large Language Models for Text Classification: The Role of Prompt Underspecification Paper • 2602.04297 • Published Feb 4 • 1
Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification Paper • 2601.16278 • Published Jan 22 • 1
PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark Paper • 2511.21285 • Published Nov 26, 2025 • 1
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models Paper • 2512.02764 • Published Dec 2, 2025 • 1
view article Article FineWeb-C: A Community-Driven Dataset for Educational Quality Annotations in 122 Languages Jul 8, 2025 • 35
PEFT-Factory Collection Collection of datasets adapted and preprocessed to be compatible with PEFT-Factory • 0 items • Updated 4 days ago • 1
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation Paper • 2406.12471 • Published Jun 18, 2024 • 1
Controlling the Output of a Generative Model by Latent Feature Vector Shifting Paper • 2311.08850 • Published Nov 15, 2023 • 1
Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Paper • 2408.01119 • Published Aug 2, 2024 • 1
PEFT-Factory Collection Collections of datasets adapted for PEFT-Factory benchmark evaluation. • 0 items • Updated 4 days ago • 1
MMLU Paraphrases Collection Paraphrases of the max 500 tokens subset of the MMLU dataset. We train models on both paraphrases and not paraphrases to increase robustness. • 5 items • Updated Mar 18, 2025 • 1
Task Prompt Vectors Collection Collection of all soft-prompts used in the paper https://arxiv.org/abs/2408.01119 • 16 items • Updated Mar 18, 2025 • 2