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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

To Believe or Not to Believe Your LLM

#machinelearning #ai #beginners #datascience

4 min read

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

Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

RAFT: Adapting Language Model to Domain Specific RAG

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Empirical influence functions to understand the logic of fine-tuning

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Evaluating Quantized Large Language Models

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

Virtual avatar generation models as world navigators

#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

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

#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

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

#machinelearning #ai #beginners #datascience

3 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

LLark: A Multimodal Instruction-Following Language Model for Music

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning

#machinelearning #ai #beginners #datascience

4 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

SqueezeLLM: Dense-and-Sparse Quantization

#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

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

Position: Categorical Deep Learning is an Algebraic Theory of All Architectures

#machinelearning #ai #beginners #datascience

1 min read

Sushil Sharma Subedi

Jun 7 '24

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

#discuss #machinelearning #python #ai

2 min read

Mustafa A. Elghrib

Jun 7 '24

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

#machinelearning #llm #ai

4 min read

Jun 7 '24

Machine Learning Developmental Life Cycle

#machinelearning #development #ai #python

1 min read

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