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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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The Impact of Reasoning Step Length on Large Language Models

The Impact of Reasoning Step Length on Large Language Models

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4 min read
How Susceptible are Large Language Models to Ideological Manipulation?

How Susceptible are Large Language Models to Ideological Manipulation?

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3 min read
VideoPrism: A Foundational Visual Encoder for Video Understanding

VideoPrism: A Foundational Visual Encoder for Video Understanding

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4 min read
Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models

Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models

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4 min read
An Image is Worth 32 Tokens for Reconstruction and Generation

An Image is Worth 32 Tokens for Reconstruction and Generation

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4 min read
Transparent Image Layer Diffusion using Latent Transparency

Transparent Image Layer Diffusion using Latent Transparency

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3 min read
An Interactive Agent Foundation Model

An Interactive Agent Foundation Model

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3 min read
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents

StreamBench: Towards Benchmarking Continuous Improvement of Language Agents

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4 min read
Foundation Models for Time Series Analysis: A Tutorial and Survey

Foundation Models for Time Series Analysis: A Tutorial and Survey

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4 min read
Are LLMs Naturally Good at Synthetic Tabular Data Generation?

Are LLMs Naturally Good at Synthetic Tabular Data Generation?

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4 min read
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference

Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference

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4 min read
Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models

Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models

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4 min read
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images

StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images

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3 min read
State-Compute Replication: Parallelizing High-Speed Stateful Packet Processing

State-Compute Replication: Parallelizing High-Speed Stateful Packet Processing

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4 min read
Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice

Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice

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4 min read
Chain-of-Thought Unfaithfulness as Disguised Accuracy

Chain-of-Thought Unfaithfulness as Disguised Accuracy

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4 min read
Large Language Models Are Zero-Shot Time Series Forecasters

Large Language Models Are Zero-Shot Time Series Forecasters

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4 min read
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

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4 min read
Refusal in Language Models Is Mediated by a Single Direction

Refusal in Language Models Is Mediated by a Single Direction

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3 min read
Large language models surpass human experts in predicting neuroscience results

Large language models surpass human experts in predicting neuroscience results

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4 min read
Jellyfish: A Large Language Model for Data Preprocessing

Jellyfish: A Large Language Model for Data Preprocessing

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4 min read
Should AI Optimize Your Code? A Comparative Study of Current Large Language Models Versus Classical Optimizing Compilers

Should AI Optimize Your Code? A Comparative Study of Current Large Language Models Versus Classical Optimizing Compilers

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4 min read
LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing

LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing

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4 min read
garak: A Framework for Security Probing Large Language Models

garak: A Framework for Security Probing Large Language Models

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4 min read
Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation

Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation

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4 min read
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

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4 min read
Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models

Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models

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4 min read
A Survey on In-context Learning

A Survey on In-context Learning

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4 min read
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

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6 min read
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

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3 min read
Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

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3 min read
Scrolly2Reel: Retargeting Graphics for Social Media Using Narrative Beats

Scrolly2Reel: Retargeting Graphics for Social Media Using Narrative Beats

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3 min read
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

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5 min read
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

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4 min read
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning

Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning

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4 min read
How Do Humans Write Code? Large Models Do It the Same Way Too

How Do Humans Write Code? Large Models Do It the Same Way Too

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4 min read
DiTTo-TTS: Efficient and Scalable Zero-Shot Text-to-Speech with Diffusion Transformer

DiTTo-TTS: Efficient and Scalable Zero-Shot Text-to-Speech with Diffusion Transformer

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4 min read
A Survey on Large Language Models for Recommendation

A Survey on Large Language Models for Recommendation

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4 min read
DataComp-LM: In search of the next generation of training sets for language models

DataComp-LM: In search of the next generation of training sets for language models

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3 min read
Diffusion World Model: Future Modeling Beyond Step-by-Step Rollout for Offline Reinforcement Learning

Diffusion World Model: Future Modeling Beyond Step-by-Step Rollout for Offline Reinforcement Learning

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4 min read
Depth Anything V2

Depth Anything V2

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4 min read
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

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4 min read
Directly Fine-Tuning Diffusion Models on Differentiable Rewards

Directly Fine-Tuning Diffusion Models on Differentiable Rewards

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4 min read
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training

CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training

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3 min read
Everything You Need to Know About Microsoft Azure Face Recognition Technology

Everything You Need to Know About Microsoft Azure Face Recognition Technology

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1 min read
The Magical World of Machine Learning at Hogwarts (Part #2)

The Magical World of Machine Learning at Hogwarts (Part #2)

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7 min read
A forensic analysis of the Claude Sonnet 3.5 system prompt leak

A forensic analysis of the Claude Sonnet 3.5 system prompt leak

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7 min read
Text-based language processing enhanced with AI/ML

Text-based language processing enhanced with AI/ML

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22 min read
The Magical World of Machine Learning at Hogwarts (Part #1)

The Magical World of Machine Learning at Hogwarts (Part #1)

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8 min read
Introduction to Pandas

Introduction to Pandas

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37 min read
Supervised Learning: Algorithms and Applications

Supervised Learning: Algorithms and Applications

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4 min read
A Beginner’s Guide to Machine Learning: Everything You Need to Know to Get Started

A Beginner’s Guide to Machine Learning: Everything You Need to Know to Get Started

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5 min read
Weekly Updates - May 24, 2024

Weekly Updates - May 24, 2024

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1 min read
Types of Machine Learning: Supervised, Unsupervised, and Reinforcement

Types of Machine Learning: Supervised, Unsupervised, and Reinforcement

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2 min read
Generating training data with OpenAI function calling

Generating training data with OpenAI function calling

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5 min read
A Comprehensive Guide to the Data Science Life Cycle with Python Libraries 🐍🤖

A Comprehensive Guide to the Data Science Life Cycle with Python Libraries 🐍🤖

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3 min read
I am thrilled to announce the completion of the Tssnif web application, which is based on Arabic article classification.

I am thrilled to announce the completion of the Tssnif web application, which is based on Arabic article classification.

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1 min read
Building a production system with Generative AI

Building a production system with Generative AI

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11 min read
Introducing MARS5, open-source, insanely prosodic text-to-speech (TTS) model.

Introducing MARS5, open-source, insanely prosodic text-to-speech (TTS) model.

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1 min read
Navigating the ML Landscape

Navigating the ML Landscape

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2 min read
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