GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction Paper • 2404.12491 • Published 20 days ago • 2
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 • 19
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 • 6
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
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
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
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 • 3
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
Recipe for a General, Powerful, Scalable Graph Transformer Paper • 2205.12454 • Published May 25, 2022 • 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
Talk like a Graph: Encoding Graphs for Large Language Models Paper • 2310.04560 • Published Oct 6, 2023 • 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
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
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
A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA Paper • 2312.03732 • Published Nov 28, 2023 • 4
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 27 days ago • 52
Towards Foundation Models for Relational Databases [Vision Paper] Paper • 2305.15321 • Published May 24, 2023 • 2