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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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ChatDev: Communicative Agents for Software Development

ChatDev: Communicative Agents for Software Development

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3 min read
SqueezeLLM: Dense-and-Sparse Quantization

SqueezeLLM: Dense-and-Sparse Quantization

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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
RAFT: Adapting Language Model to Domain Specific RAG

RAFT: Adapting Language Model to Domain Specific RAG

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4 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
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks

Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks

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4 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
How We Generated a 10K Dataset Using LLM to Fine-Tune Another LLM

How We Generated a 10K Dataset Using LLM to Fine-Tune Another LLM

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4 min read
Machine Learning Developmental Life Cycle

Machine Learning Developmental Life Cycle

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1 min read
A step-by-step guide to building an MLOps pipeline

A step-by-step guide to building an MLOps pipeline

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13 min read
Transform Your Video Transcripts: From Raw to Readable Text

Transform Your Video Transcripts: From Raw to Readable Text

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6 min read
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