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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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Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
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Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA

#machinelearning #ai #beginners #datascience
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4 min read
Extracting Prompts by Inverting LLM Outputs
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Extracting Prompts by Inverting LLM Outputs

#machinelearning #ai #beginners #datascience
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4 min read
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition
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Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition

#machinelearning #ai #beginners #datascience
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4 min read
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization
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Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

#machinelearning #ai #beginners #datascience
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4 min read
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
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Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

#machinelearning #ai #beginners #datascience
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4 min read
DarkDNS: Revisiting the Value of Rapid Zone Update
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DarkDNS: Revisiting the Value of Rapid Zone Update

#machinelearning #ai #beginners #datascience
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4 min read
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks
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Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

#machinelearning #ai #beginners #datascience
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3 min read
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
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Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

#machinelearning #ai #beginners #datascience
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4 min read
The CAP Principle for LLM Serving
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The CAP Principle for LLM Serving

#machinelearning #ai #beginners #datascience
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4 min read
ColorFoil: Investigating Color Blindness in Large Vision and Language Models
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ColorFoil: Investigating Color Blindness in Large Vision and Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!
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Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

#machinelearning #ai #beginners #datascience
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5 min read
Self-playing Adversarial Language Game Enhances LLM Reasoning
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Self-playing Adversarial Language Game Enhances LLM Reasoning

#machinelearning #ai #beginners #datascience
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4 min read
Training Language Models to Generate Text with Citations via Fine-grained Rewards
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Training Language Models to Generate Text with Citations via Fine-grained Rewards

#machinelearning #ai #beginners #datascience
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3 min read
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
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ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

#machinelearning #ai #beginners #datascience
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4 min read
InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars
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InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars

#machinelearning #ai #beginners #datascience
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4 min read
Why are Sensitive Functions Hard for Transformers?
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Why are Sensitive Functions Hard for Transformers?

#machinelearning #ai #beginners #datascience
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4 min read
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
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Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

#machinelearning #ai #beginners #datascience
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3 min read
Transformers Can Do Arithmetic with the Right Embeddings
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Transformers Can Do Arithmetic with the Right Embeddings

#machinelearning #ai #beginners #datascience
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4 min read
Thermodynamic Natural Gradient Descent
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Thermodynamic Natural Gradient Descent

#machinelearning #ai #beginners #datascience
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5 min read
Representation noising effectively prevents harmful fine-tuning on LLMs
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Representation noising effectively prevents harmful fine-tuning on LLMs

#machinelearning #ai #beginners #datascience
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5 min read
A Declarative System for Optimizing AI Workloads
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A Declarative System for Optimizing AI Workloads

#machinelearning #ai #beginners #datascience
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4 min read
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once
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BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

#machinelearning #ai #beginners #datascience
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4 min read
Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM
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Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM

#machinelearning #ai #beginners #datascience
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4 min read
Attention as an RNN
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Attention as an RNN

#machinelearning #ai #beginners #datascience
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4 min read
Pareto Optimal Learning for Estimating Large Language Model Errors
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Pareto Optimal Learning for Estimating Large Language Model Errors

#machinelearning #ai #beginners #datascience
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4 min read
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