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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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Jun 7 '24

Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

ChatDev: Communicative Agents for Software Development

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

Evaluating Quantized Large Language Models

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

SqueezeLLM: Dense-and-Sparse Quantization

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

Empirical influence functions to understand the logic of fine-tuning

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Harvard Undergraduate Survey on Generative AI

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

RAFT: Adapting Language Model to Domain Specific RAG

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

LLark: A Multimodal Instruction-Following Language Model for Music

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Large Language Models for Generative Information Extraction: A Survey

#machinelearning #ai #beginners #datascience

5 min read

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