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Data Science allows us to extract meaning from and interpret data.

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Faithful Logical Reasoning via Symbolic Chain-of-Thought

Faithful Logical Reasoning via Symbolic Chain-of-Thought

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3 min read
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

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4 min read
Formalizing and Benchmarking Prompt Injection Attacks and Defenses

Formalizing and Benchmarking Prompt Injection Attacks and Defenses

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4 min read
Context Injection Attacks on Large Language Models

Context Injection Attacks on Large Language Models

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4 min read
Diffusion On Syntax Trees For Program Synthesis

Diffusion On Syntax Trees For Program Synthesis

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4 min read
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings

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3 min read
Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach

Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach

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5 min read
Text clustering with LLM embeddings

Text clustering with LLM embeddings

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4 min read
There and Back Again: The AI Alignment Paradox

There and Back Again: The AI Alignment Paradox

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4 min read
Easy Problems That LLMs Get Wrong

Easy Problems That LLMs Get Wrong

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4 min read
LLaMA Pro: Progressive LLaMA with Block Expansion

LLaMA Pro: Progressive LLaMA with Block Expansion

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5 min read
Sparse maximal update parameterization: A holistic approach to sparse training dynamics

Sparse maximal update parameterization: A holistic approach to sparse training dynamics

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5 min read
Privacy-Aware Visual Language Models

Privacy-Aware Visual Language Models

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4 min read
Large Language Models Can Self-Improve At Web Agent Tasks

Large Language Models Can Self-Improve At Web Agent Tasks

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4 min read
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

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4 min read
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