Paco Xander Nathan

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upvoted a paper about 1 month ago

GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction

Paper • 2404.12491 • Published Apr 18 • 2

upvoted an article about 2 months ago

view article

Article

Introduction to Graph Machine Learning

Jan 3, 2023

• 7

upvoted 6 papers 2 months ago

Retrieval-Augmented Thought Process as Sequential Decision Making

Paper • 2402.07812 • Published Feb 12 • 1

OpenGraph: Towards Open Graph Foundation Models

Paper • 2403.01121 • Published Mar 2 • 1

Deep Outdated Fact Detection in Knowledge Graphs

Paper • 2402.03732 • Published Feb 6 • 1

HiGPT: Heterogeneous Graph Language Model

Paper • 2402.16024 • Published Feb 25 • 2

OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories

Paper • 2403.07653 • Published Mar 12 • 1

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks

Paper • 2403.05185 • Published Mar 8 • 19

upvoted 9 papers 3 months ago

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

Paper • 2401.01335 • Published Jan 2 • 61

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Paper • 2311.08526 • Published Nov 14, 2023 • 7

Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation

Paper • 2305.18893 • Published May 30, 2023 • 2

Efficient Causal Graph Discovery Using Large Language Models

Paper • 2402.01207 • Published Feb 2 • 1

Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction

Paper • 2307.13497 • Published Jul 25, 2023 • 1

DeepJoin: Joinable Table Discovery with Pre-trained Language Models

Paper • 2212.07588 • Published Dec 15, 2022 • 1

From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network

Paper • 2309.09181 • Published Sep 17, 2023 • 1

DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models

Paper • 2206.06821 • Published Jun 14, 2022 • 1

From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought

Paper • 2306.12672 • Published Jun 22, 2023 • 24

upvoted 23 papers 4 months ago

Semantic Association Rule Learning from Time Series Data and Knowledge Graphs

Paper • 2310.07348 • Published Oct 11, 2023 • 1

A Survey on Machine Learning Solutions for Graph Pattern Extraction

Paper • 2204.01057 • Published Apr 3, 2022 • 1

DiGress: Discrete Denoising diffusion for graph generation

Paper • 2209.14734 • Published Sep 29, 2022 • 1

Diffusion-based graph generative methods

Paper • 2401.15617 • Published Jan 28 • 1

Generative Diffusion Models on Graphs: Methods and Applications

Paper • 2302.02591 • Published Feb 6, 2023 • 1

Latent Graph Diffusion: A Unified Framework for Generation and Prediction on Graphs

Paper • 2402.02518 • Published Feb 4 • 1

Knowledge Engineering using Large Language Models

Paper • 2310.00637 • Published Oct 1, 2023 • 2

Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact

Paper • 2308.14217 • Published Aug 27, 2023 • 2

A Latent Space Theory for Emergent Abilities in Large Language Models

Paper • 2304.09960 • Published Apr 19, 2023 • 3

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Paper • 2308.09729 • Published Aug 17, 2023 • 4

Towards Graph Foundation Models: A Survey and Beyond

Paper • 2310.11829 • Published Oct 18, 2023 • 2

Topologies of Reasoning: Demystifying Chains, Trees, and Graphs of Thoughts

Paper • 2401.14295 • Published Jan 25 • 3

TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery

Paper • 2310.19324 • Published Oct 30, 2023 • 2

TimeGraphs: Graph-based Temporal Reasoning

Paper • 2401.03134 • Published Jan 6 • 2

Recipe for a General, Powerful, Scalable Graph Transformer

Paper • 2205.12454 • Published May 25, 2022 • 2

Exphormer: Sparse Transformers for Graphs

Paper • 2303.06147 • Published Mar 10, 2023 • 2

Measures of the Capital Network of the U.S. Economy

Paper • 2401.12118 • Published Jan 22 • 2

BaCaDI: Bayesian Causal Discovery with Unknown Interventions

Paper • 2206.01665 • Published Jun 3, 2022 • 2

Tabular Transformers for Modeling Multivariate Time Series

Paper • 2011.01843 • Published Nov 3, 2020 • 2

Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph

Paper • 2306.12515 • Published Jun 21, 2023 • 2

A Latent Variable Model Approach to PMI-based Word Embeddings

Paper • 1502.03520 • Published Feb 12, 2015 • 2

Relational Deep Learning: Graph Representation Learning on Relational Databases

Paper • 2312.04615 • Published Dec 7, 2023 • 2

Rethinking Tabular Data Understanding with Large Language Models

Paper • 2312.16702 • Published Dec 27, 2023 • 3

upvoted 17 papers 5 months ago

Talk like a Graph: Encoding Graphs for Large Language Models

Paper • 2310.04560 • Published Oct 6, 2023 • 2

Language Models As or For Knowledge Bases

Paper • 2110.04888 • Published Oct 10, 2021 • 2

Prompting as Probing: Using Language Models for Knowledge Base Construction

Paper • 2208.11057 • Published Aug 23, 2022 • 2

Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling

Paper • 1906.07241 • Published Jun 17, 2019 • 2

Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?

Paper • 2308.10168 • Published Aug 20, 2023 • 2

On the Expressivity of Persistent Homology in Graph Learning

Paper • 2302.09826 • Published Feb 20, 2023 • 2

Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 2

GraphText: Graph Reasoning in Text Space

Paper • 2310.01089 • Published Oct 2, 2023 • 2

IRWE: Inductive Random Walk for Joint Inference of Identity and Position Network Embedding

Paper • 2401.00651 • Published Jan 1 • 2

Semantic Random Walk for Graph Representation Learning in Attributed Graphs

Paper • 2305.06531 • Published May 11, 2023 • 2

Reasoning with Language Model is Planning with World Model

Paper • 2305.14992 • Published May 24, 2023 • 2

PAL: Program-aided Language Models

Paper • 2211.10435 • Published Nov 18, 2022 • 4

Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Paper • 2211.12588 • Published Nov 22, 2022 • 3

The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

Paper • 2312.13558 • Published Dec 21, 2023 • 5

Computational reproducibility of Jupyter notebooks from biomedical publications

Paper • 2308.07333 • Published Aug 11, 2023 • 2

First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models

Paper • 2311.05020 • Published Nov 8, 2023 • 2

LLMRec: Large Language Models with Graph Augmentation for Recommendation

Paper • 2311.00423 • Published Nov 1, 2023 • 5

upvoted a paper 6 months ago

A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA

Paper • 2312.03732 • Published Nov 28, 2023 • 4

upvoted a collection 6 months ago

Awesome feedback datasets

Collection

A curated list of datasets with human or AI feedback. Useful for training reward models or applying techniques like DPO. • 19 items • Updated Apr 12 • 53

upvoted a paper 6 months ago

Towards Foundation Models for Relational Databases [Vision Paper]

Paper • 2305.15321 • Published May 24, 2023 • 2