Heidelberg-NLP / GraphLanguageModelsLinks
Code for our paper "Graph Language Models"
☆76Updated last year
Alternatives and similar repositories for GraphLanguageModels
Users that are interested in GraphLanguageModels are comparing it to the libraries listed below
Sorting:
- Official implementation of A* Networks☆148Updated 2 years ago
- Code that implements efficient knowledge graph extraction from the textual descriptions☆165Updated 3 weeks ago
- ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models☆107Updated last year
- [ICLR'25] "Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers"☆35Updated 6 months ago
- The official repo for DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph☆17Updated 11 months ago
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆37Updated 9 months ago
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Updated 2 years ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆69Updated last year
- Improving Text Embedding of Language Models Using Contrastive Fine-tuning☆64Updated last year
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆98Updated 10 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆71Updated 6 months ago
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI☆94Updated 2 years ago
- [NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining☆329Updated 2 years ago
- ☆35Updated 11 months ago
- Dataset and evaluation suite enabling LLM instruction-following for scientific literature understanding.☆42Updated 6 months ago
- Official implementation of Inductive Logical Query Answering in Knowledge Graphs (NeurIPS 2022)☆46Updated 2 years ago
- ☆33Updated last year
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆216Updated 2 months ago
- ☆153Updated last year
- [NAACL 2024] Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? https://aclanthology.org/2024.naa…☆55Updated 2 months ago
- [ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering☆239Updated 5 months ago
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆89Updated last year
- ☆19Updated 3 years ago
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆85Updated last year
- IntelliGraphs is a collection of graph datasets for benchmarking generative models for knowledge graphs.☆19Updated 7 months ago
- The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models…☆37Updated last year
- Hierarchical Transformers for Knowledge Graph Embeddings (EMNLP 2021)☆82Updated last year
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆35Updated last year
- Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)☆85Updated 2 years ago
- SRTK: Retrieve semantic-relevant subgraphs from large-scale knowledge graphs☆28Updated last year