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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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Harvard Undergraduate Survey on Generative AI

Harvard Undergraduate Survey on Generative AI

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3 min read
Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

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3 min read
RAFT: Adapting Language Model to Domain Specific RAG

RAFT: Adapting Language Model to Domain Specific RAG

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4 min read
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales

SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales

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4 min read
SqueezeLLM: Dense-and-Sparse Quantization

SqueezeLLM: Dense-and-Sparse Quantization

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4 min read
ChatDev: Communicative Agents for Software Development

ChatDev: Communicative Agents for Software Development

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3 min read
Do Llamas Work in English? On the Latent Language of Multilingual Transformers

Do Llamas Work in English? On the Latent Language of Multilingual Transformers

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4 min read
LLark: A Multimodal Instruction-Following Language Model for Music

LLark: A Multimodal Instruction-Following Language Model for Music

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4 min read
Empirical influence functions to understand the logic of fine-tuning

Empirical influence functions to understand the logic of fine-tuning

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5 min read
Evaluating Quantized Large Language Models

Evaluating Quantized Large Language Models

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5 min read
Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length

Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length

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4 min read
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism

A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism

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4 min read
Large Language Models for Generative Information Extraction: A Survey

Large Language Models for Generative Information Extraction: A Survey

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5 min read
Knockout: A simple way to handle missing inputs

Knockout: A simple way to handle missing inputs

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4 min read
Are We Living in a Nightmare or a Paradise Together with Machines?

Are We Living in a Nightmare or a Paradise Together with Machines?

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2 min read
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