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Samy Bengio

Google Research

AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking

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Jun 11, 2025
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Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking

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Jun 09, 2025
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The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

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Jun 07, 2025
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TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining

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Apr 02, 2025
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Reversal Blessing: Thinking Backward May Outpace Thinking Forward in Multi-choice Questions

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Feb 25, 2025
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Visual Scratchpads: Enabling Global Reasoning in Vision

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Oct 10, 2024
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GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

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Oct 07, 2024
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How Far Can Transformers Reason? The Locality Barrier and Inductive Scratchpad

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Jun 10, 2024
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What Algorithms can Transformers Learn? A Study in Length Generalization

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Oct 24, 2023
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When can transformers reason with abstract symbols?

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Oct 15, 2023
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