Towards Principled Disentanglement for Domain Generalization
Paper • 2111.13839 • Published
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updated a dataset 10 days ago
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authored 9
papers 25 days ago
Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation
Paper • 2202.01336 • Published
The Impact of Symbolic Representations on In-context Learning for Few-shot Reasoning
Paper • 2212.08686 • Published
How Does Critical Batch Size Scale in Pre-training?
Paper • 2410.21676 • Published
Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning
Paper • 2506.10378 • Published • 2
EvoLM: In Search of Lost Language Model Training Dynamics
Paper • 2506.16029 • Published
AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
Paper • 2507.15887 • Published
Weight Decay Improves Language Model Plasticity
Paper • 2602.11137 • Published • 2
Scaling Reward Modeling without Human Supervision
Paper • 2603.02225 • Published
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authored 5
papers over 1 year ago
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark
Paper • 2304.03279 • Published • 2
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training
Paper • 2406.10670 • Published • 4
DataComp-LM: In search of the next generation of training sets for language models
Paper • 2406.11794 • Published • 55
Eliminating Position Bias of Language Models: A Mechanistic Approach
Paper • 2407.01100 • Published • 8
Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
Paper • 2412.02674 • Published