Paco Xander Nathan

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upvoted a paper 14 days ago

KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction

Paper • 2404.15923 • Published Apr 24 • 2

upvoted a paper 21 days ago

ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget

Paper • 2408.00103 • Published 24 days ago • 15

upvoted a collection 21 days ago

ReLiK: Retrieve, Read and LinK

Collection

A blazing fast and lightweight Information Extraction model for Entity Linking and Relation Extraction. • 20 items • Updated 16 days ago • 15

upvoted a paper 26 days ago

Graph-enhanced Large Language Models in Asynchronous Plan Reasoning

Paper • 2402.02805 • Published Feb 5 • 1

upvoted 2 papers about 2 months ago

PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers

Paper • 2406.12430 • Published Jun 18 • 4

Don't Forget to Connect! Improving RAG with Graph-based Reranking

Paper • 2405.18414 • Published May 28 • 1

upvoted 2 collections 2 months ago

NuNerZero - Zero Shot NER

Collection

The best compact Zero-Shot NER models with MIT license • 4 items • Updated Jul 3 • 15

NuNER - Token Classification & NER backbones

Collection

The Best Eng/Multi Token Classification foundation models with MIT license • 7 items • Updated Jul 3 • 4

upvoted a paper 2 months ago

Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study

Paper • 2404.11792 • Published Apr 17 • 1

upvoted a collection 2 months ago

GraphRAG Papers

Collection

9 items • Updated Jul 4 • 4

upvoted 16 papers 2 months ago

DiffKG: Knowledge Graph Diffusion Model for Recommendation

Paper • 2312.16890 • Published Dec 28, 2023 • 1

Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

Paper • 2405.11706 • Published May 20 • 1

A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

Paper • 2311.07509 • Published Nov 13, 2023 • 1

G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

Paper • 2402.07630 • Published Feb 12 • 1

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Paper • 2404.16130 • Published Apr 24 • 3

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3 • 3

KG-RAG: Bridging the Gap Between Knowledge and Creativity

Paper • 2405.12035 • Published May 20 • 1

Augmenting Textual Generation via Topology Aware Retrieval

Paper • 2405.17602 • Published May 27 • 1

GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

Paper • 2405.20139 • Published May 30 • 2

Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation

Paper • 2406.00456 • Published Jun 1 • 1

UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models

Paper • 2406.02110 • Published Jun 4 • 1

TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation

Paper • 2406.11460 • Published Jun 17 • 1

Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning

Paper • 2405.16933 • Published May 27 • 3

GRAG: Graph Retrieval-Augmented Generation

Paper • 2405.16506 • Published May 26 • 1

Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph

Paper • 2405.15374 • Published May 24 • 1

Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering

Paper • 2404.17723 • Published Apr 26 • 1

upvoted a paper 4 months ago

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

Paper • 2404.12491 • Published Apr 18 • 3

upvoted an article 4 months ago

view article

Article

Introduction to Graph Machine Learning

Jan 3, 2023

• 13

upvoted 6 papers 5 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 • 20

upvoted 10 papers 6 months ago

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

Paper • 2401.01335 • Published Jan 2 • 64

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Paper • 2311.08526 • Published Nov 14, 2023 • 9

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 • 26

Semantic Association Rule Learning from Time Series Data and Knowledge Graphs

Paper • 2310.07348 • Published Oct 11, 2023 • 1

upvoted 16 papers 7 months ago

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