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pietrolesci 

authored a paper 7 months ago

PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs

Paper • 2503.09543 • Published Mar 12

rdiehlmartinez 

authored 7 papers 7 months ago

CLIMB: Curriculum Learning for Infant-inspired Model Building

Paper • 2311.08886 • Published Nov 15, 2023

Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing

Paper • 2410.11462 • Published Oct 15, 2024

Attention-based Contextual Language Model Adaptation for Speech Recognition

Paper • 2106.01451 • Published Jun 2, 2021

From Babble to Words: Pre-Training Language Models on Continuous Streams of Phonemes

Paper • 2410.22906 • Published Oct 30, 2024

Less is More: Pre-Training Cross-Lingual Small-Scale Language Models with Cognitively-Plausible Curriculum Learning Strategies

Paper • 2410.22886 • Published Oct 30, 2024 • 1

Tending Towards Stability: Convergence Challenges in Small Language Models

Paper • 2410.11451 • Published Oct 15, 2024

Automatically Neutralizing Subjective Bias in Text

Paper • 1911.09709 • Published Nov 21, 2019

pietrolesci 

authored a paper 9 months ago

Self-Training Large Language Models for Tool-Use Without Demonstrations

Paper • 2502.05867 • Published Feb 9

pietrolesci 

authored a paper 12 months ago

Tending Towards Stability: Convergence Challenges in Small Language Models

Paper • 2410.11451 • Published Oct 15, 2024

pietrolesci 

authored 2 papers over 1 year ago

Causal Estimation of Memorisation Profiles

Paper • 2406.04327 • Published Jun 6, 2024 • 1

AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets

Paper • 2404.05623 • Published Apr 8, 2024 • 3

pietrolesci 

authored a paper about 2 years ago

Diable: Efficient Dialogue State Tracking as Operations on Tables

Paper • 2305.17020 • Published May 26, 2023