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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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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
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

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4 min read
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

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4 min read
Jellyfish: A Large Language Model for Data Preprocessing

Jellyfish: A Large Language Model for Data Preprocessing

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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
Efficient LLM inference solution on Intel GPU

Efficient LLM inference solution on Intel GPU

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4 min read
Transformers are Multi-State RNNs

Transformers are Multi-State RNNs

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3 min read
A Survey on In-context Learning

A Survey on In-context Learning

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

Chain-of-Thought Unfaithfulness as Disguised Accuracy

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4 min read
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

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

Large language models surpass human experts in predicting neuroscience results

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4 min read
The Impact of Reasoning Step Length on Large Language Models

The Impact of Reasoning Step Length on Large Language Models

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

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

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

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

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4 min read
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