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Data Science

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

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Transformers are Multi-State RNNs
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Transformers are Multi-State RNNs

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3 min read
How Susceptible are Large Language Models to Ideological Manipulation?

How Susceptible are Large Language Models to Ideological Manipulation?

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3 min read
Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models
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Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models

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4 min read
LMDX: Language Model-based Document Information Extraction and Localization

LMDX: Language Model-based Document Information Extraction and Localization

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4 min read
Large language models surpass human experts in predicting neuroscience results
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Large language models surpass human experts in predicting neuroscience results

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4 min read
Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

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3 min read
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Cover image for Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning

Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning

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5 min read
Refusal in Language Models Is Mediated by a Single Direction

Refusal in Language Models Is Mediated by a Single Direction

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4 min read
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
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SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

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4 min read
Chain-of-Thought Unfaithfulness as Disguised Accuracy
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Chain-of-Thought Unfaithfulness as Disguised Accuracy

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4 min read
Evaluating the World Model Implicit in a Generative Model
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Evaluating the World Model Implicit in a Generative Model

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4 min read
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
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Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

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5 min read
TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners

TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners

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4 min read
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning

Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning

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5 min read
DiTTo-TTS: Efficient and Scalable Zero-Shot Text-to-Speech with Diffusion Transformer
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DiTTo-TTS: Efficient and Scalable Zero-Shot Text-to-Speech with Diffusion Transformer

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4 min read
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