Multi-modal Cooking Workflow Construction for Food Recipes Paper • 2008.09151 • Published Aug 20, 2020 • 1
Learning Program Representations for Food Images and Cooking Recipes Paper • 2203.16071 • Published Mar 30, 2022 • 1
Decomposing Generation Networks with Structure Prediction for Recipe Generation Paper • 2007.13374 • Published Jul 27, 2020 • 1
Learning Causal Graphs in Manufacturing Domains using Structural Equation Models Paper • 2210.14573 • Published Oct 26, 2022 • 1
Asymmetric Graph Error Control with Low Complexity in Causal Bandits Paper • 2408.11240 • Published Aug 20 • 1
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective Paper • 2407.19998 • Published Jul 29 • 1
Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI Paper • 2409.14160 • Published 13 days ago • 1
Sam_Altman_is_a_Con_Artist Collection OpenAI, Anthropic, and the whole lot can go get stuffed, thank you very much. • 2 items • Updated 4 days ago • 1
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models Paper • 2406.14550 • Published Jun 20 • 3
view article Article 🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets By dvilasuero • Jun 4 • 69
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction Paper • 2408.04948 • Published Aug 9 • 1
Graph-enhanced RAG Collection using knowledge graphs in RAG for grounding LLM results • 22 items • Updated 4 days ago • 7
Curating Grounded Synthetic Data with Global Perspectives for Equitable A Paper • 2406.10258 • Published Jun 10 • 1
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Paper • 2404.15923 • Published Apr 24 • 2
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget Paper • 2408.00103 • Published Jul 31 • 16
ReLiK: Retrieve, Read and LinK Collection A blazing fast and lightweight Information Extraction model for Entity Linking and Relation Extraction. • 20 items • Updated Aug 8 • 18
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning Paper • 2402.02805 • Published Feb 5 • 1
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers Paper • 2406.12430 • Published Jun 18 • 5
Don't Forget to Connect! Improving RAG with Graph-based Reranking Paper • 2405.18414 • Published May 28 • 1
NuNerZero - Zero Shot NER Collection The best compact Zero-Shot NER models with MIT license • 4 items • Updated Jul 3 • 18
NuNER - Token Classification & NER backbones Collection The Best Eng/Multi Token Classification foundation models with MIT license • 7 items • Updated Jul 3 • 5
Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study Paper • 2404.11792 • Published Apr 17 • 1
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
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 • 4
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
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction Paper • 2404.12491 • Published Apr 18 • 3
Retrieval-Augmented Thought Process as Sequential Decision Making Paper • 2402.07812 • Published Feb 12 • 1
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
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