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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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StreamBench: Towards Benchmarking Continuous Improvement of Language Agents

StreamBench: Towards Benchmarking Continuous Improvement of Language Agents

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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
Large Language Models Are Zero-Shot Time Series Forecasters

Large Language Models Are Zero-Shot Time Series Forecasters

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5 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
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
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
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
A Survey on Large Language Models for Recommendation

A Survey on Large Language Models for Recommendation

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4 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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5 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
The Magical World of Machine Learning at Hogwarts (Part #3)

The Magical World of Machine Learning at Hogwarts (Part #3)

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7 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
Step-by-Step with Pandas: Basic Operations to Intermediate Mastery 🐍🐼

Step-by-Step with Pandas: Basic Operations to Intermediate Mastery 🐍🐼

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2 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
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