Towards Principled Disentanglement for Domain Generalization Paper • 2111.13839 • Published Nov 27, 2021
Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation Paper • 2202.01336 • Published Feb 2, 2022
The Impact of Symbolic Representations on In-context Learning for Few-shot Reasoning Paper • 2212.08686 • Published Dec 16, 2022
Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning Paper • 2506.10378 • Published Jun 12, 2025 • 2
EvoLM: In Search of Lost Language Model Training Dynamics Paper • 2506.16029 • Published Jun 19, 2025
AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs? Paper • 2507.15887 • Published Jul 19, 2025
Prescriptive Scaling Reveals the Evolution of Language Model Capabilities Paper • 2602.15327 • Published Feb 17 • 3
Prescriptive Scaling Reveals the Evolution of Language Model Capabilities Paper • 2602.15327 • Published Feb 17 • 3
HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics Paper • 2410.09988 • Published Oct 13, 2024
Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs Paper • 2510.09885 • Published Oct 10, 2025