Heidelberg-NLP / GraphLanguageModelsLinks
Code for our paper "Graph Language Models"
☆74Updated 11 months ago
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☆147Updated 2 years ago
- Code that implements efficient knowledge graph extraction from the textual descriptions☆165Updated 2 years ago
- ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models☆107Updated last year
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆37Updated 8 months ago
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI☆94Updated 2 years ago
- [ICLR'25] "Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers"☆30Updated 4 months ago
- [NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining☆329Updated 2 years ago
- ☆149Updated last year
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆213Updated 3 weeks ago
- [ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering☆239Updated 4 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆71Updated 5 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆150Updated 3 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆106Updated 2 years ago
- Improving Text Embedding of Language Models Using Contrastive Fine-tuning☆64Updated last year
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Updated last year
- [NAACL 2024] Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? https://aclanthology.org/2024.naa…☆54Updated 3 weeks ago
- Codes and Data for ACL 2024 Paper "Faithful Logical Reasoning via Symbolic Chain-of-Thought".☆190Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆68Updated last year
- GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction☆78Updated last year
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆94Updated 8 months ago
- ☆35Updated 9 months ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆96Updated last year
- The official repo for DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph☆17Updated 10 months ago
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆38Updated last year
- Code for "Democratizing Reasoning Ability: Tailored Learning from Large Language Model", EMNLP 2023☆36Updated last year
- Dataset and evaluation suite enabling LLM instruction-following for scientific literature understanding.☆40Updated 5 months ago
- ☆74Updated last year
- Code for EMNLP 2024 paper "Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning"☆55Updated 10 months ago
- A collection of resources on the topic of Complex Logical Query Answering☆177Updated last year
- ☆33Updated last year