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Christopher D. Manning

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Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use

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Apr 07, 2025
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AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

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Jan 29, 2025
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Sneaking Syntax into Transformer Language Models with Tree Regularization

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Nov 28, 2024
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MrT5: Dynamic Token Merging for Efficient Byte-level Language Models

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Oct 28, 2024
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AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark

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Oct 04, 2024
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NNetscape Navigator: Complex Demonstrations for Web Agents Without a Demonstrator

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Oct 03, 2024
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Instruction Following without Instruction Tuning

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Sep 21, 2024
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Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations

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Aug 20, 2024
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h4rm3l: A Dynamic Benchmark of Composable Jailbreak Attacks for LLM Safety Assessment

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Aug 09, 2024
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Handwritten Code Recognition for Pen-and-Paper CS Education

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Aug 07, 2024
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