Paco Xander Nathan

pacoid

AI & ML interests

Python open source projects; natural language meets graph technologies; entity resolution; graph topological transformations; graph levels of detail (abstraction layers)

Recent Activity

updated a collection 15 days ago

Language vs. Thought vs. Hype

upvoted a paper 15 days ago

BLINK: Multimodal Large Language Models Can See but Not Perceive

updated a collection 15 days ago

Language vs. Thought vs. Hype

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Organizations

pacoid's activity

updated a collection 15 days ago

Language vs. Thought vs. Hype

Collection

OpenAI, Anthropic, and the whole lot of "AGI", TESCREAL, etc., can go get stuffed, thank you very much. • 8 items • Updated 15 days ago

upvoted a paper 15 days ago

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26

updated a collection 15 days ago

Language vs. Thought vs. Hype

Collection

OpenAI, Anthropic, and the whole lot of "AGI", TESCREAL, etc., can go get stuffed, thank you very much. • 8 items • Updated 15 days ago

upvoted a paper 15 days ago

Not Every AI Problem is a Data Problem: We Should Be Intentional About Data Scaling

Paper • 2501.13779 • Published 17 days ago • 1

updated a collection 15 days ago

Tradecraft Patterns

Collection

Methods and analysis for generating synthetic data to populate graphs at scale, based on network motif (patterns) of tradecraft. • 6 items • Updated 15 days ago

upvoted a paper 15 days ago

Graphlets correct for the topological information missed by random walks

Paper • 2405.14194 • Published May 23, 2024 • 1

updated a collection 15 days ago

Tradecraft Patterns

Collection

Methods and analysis for generating synthetic data to populate graphs at scale, based on network motif (patterns) of tradecraft. • 6 items • Updated 15 days ago

upvoted a paper 15 days ago

OFFER: A Motif Dimensional Framework for Network Representation Learning

Paper • 2008.12010 • Published Aug 27, 2020 • 1

updated a collection 15 days ago

Tradecraft Patterns

Collection

Methods and analysis for generating synthetic data to populate graphs at scale, based on network motif (patterns) of tradecraft. • 6 items • Updated 15 days ago

upvoted a paper 15 days ago

Peregrine: A Pattern-Aware Graph Mining System

Paper • 2004.02369 • Published Apr 6, 2020 • 1

updated a collection 15 days ago

Tradecraft Patterns

Collection

Methods and analysis for generating synthetic data to populate graphs at scale, based on network motif (patterns) of tradecraft. • 6 items • Updated 15 days ago

upvoted a paper 15 days ago

In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR

Paper • 2501.08120 • Published 26 days ago • 5

updated a collection 15 days ago

Graph Reasoning

Collection

32 items • Updated 15 days ago • 7

updated a collection 25 days ago

Synthetic Data

Collection

exploring how to generate synthetic transaction data for FinCrime use cases, based on graph patterns of fraud tradecraft • 1 item • Updated 25 days ago

liked a Space about 2 months ago

Hub Recap

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Generate Hugging Face stats image

updated a collection about 2 months ago

Graph-enhanced RAG

Collection

using knowledge graphs in RAG for grounding LLM results • 25 items • Updated Dec 15, 2024 • 12

upvoted a paper about 2 months ago

Knowing When to Ask -- Bridging Large Language Models and Data

Paper • 2409.13741 • Published Sep 10, 2024 • 1

updated a collection about 2 months ago

Probabilistic Circuits

Collection

computational graphs encoding tractable probability distributions • 11 items • Updated Dec 15, 2024