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Data Science

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

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

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3 min read
Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation
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Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation

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4 min read
A Survey on In-context Learning

A Survey on In-context Learning

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

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

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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
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
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
Transcendence: Generative Models Can Outperform The Experts That Train Them
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Transcendence: Generative Models Can Outperform The Experts That Train Them

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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
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
How Do Humans Write Code? Large Models Do It the Same Way Too
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How Do Humans Write Code? Large Models Do It the Same Way Too

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4 min read
Evaluating the Performance of ChatGPT for Spam Email Detection
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Evaluating the Performance of ChatGPT for Spam Email Detection

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3 min read
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