Continual Internalization

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authored a paper 2 months ago

Understanding Reasoning from Pretraining to Post-Training

Paper • 2607.16097 • Published Jul 17 • 28

authored 2 papers 3 months ago

Rethinking On-Policy Self-Distillation for Thinking Models

Paper • 2607.05184 • Published Jul 6 • 2

Do Thinking Tokens Help with Safety?

Paper • 2606.25013 • Published Jun 23 • 1

submitted a paper to Daily Papers 3 months ago

Do Thinking Tokens Help with Safety?

Paper • 2606.25013 • Published Jun 23 • 1

authored a paper 4 months ago

End-to-End Context Compression at Scale

Paper • 2606.09659 • Published Jun 8 • 28

authored a paper 4 months ago

End-to-End Context Compression at Scale

Paper • 2606.09659 • Published Jun 8 • 28

authored a paper 5 months ago

Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision

Paper • 2604.12002 • Published Apr 13 • 12

authored 2 papers 6 months ago

Closing the Train-Test Gap in World Models for Gradient-Based Planning

Paper • 2512.09929 • Published Dec 10, 2025

Verdict: A Library for Scaling Judge-Time Compute

Paper • 2502.18018 • Published Nov 5, 2025

authored a paper 11 months ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published Nov 10, 2025 • 21

authored a paper about 1 year ago

Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning

Paper • 2507.16746 • Published Jul 22, 2025 • 36

authored 2 papers over 1 year ago

Reranking-based Generation for Unbiased Perspective Summarization

Paper • 2506.15925 • Published Jun 19, 2025 • 5

Speak Easy: Eliciting Harmful Jailbreaks from LLMs with Simple Interactions

Paper • 2502.04322 • Published Feb 6, 2025 • 3

authored 2 papers over 1 year ago

Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming

Paper • 2501.18837 • Published Jan 31, 2025 • 10

Domain Adaptation Through Task Distillation

Paper • 2008.11911 • Published Aug 27, 2020

authored a paper almost 2 years ago

Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution

Paper • 2409.07072 • Published Sep 11, 2024

authored 3 papers about 2 years ago

Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations

Paper • 2307.08678 • Published Jul 17, 2023

Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies

Paper • 2305.12586 • Published May 21, 2023

Contrastive Loss is All You Need to Recover Analogies as Parallel Lines

Paper • 2306.08221 • Published Jun 14, 2023