A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024

The implementation project with Pytorch for the paper Can LLMs be Good Graph Judger for Knowledge Graph Construction?

Clinical Histopathology Imaging Evaluation Foundation Model

Collection of training data management explorations for large language models

Some papers on knowledge graph embedding

Diachronic Embedding for Temporal Knowledge Graph Completion

ACL 2023 TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline

Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion

Box embedding model for temporal knowledge graph completion. AAAI paper: https://arxiv.org/abs/2109.08970

NAACL2021-Temporal Knowledge Graph Completion using a Linear TemporalRegularizer and Multivector Embeddings

paper with code

Hyperbolic Knowledge Graph embeddings.

Large language model and dataset for natural language to first-order logic translation

LogicBench is a natural language question-answering dataset consisting of 25 different reasoning patterns spanning over propositional, first-order, and non-monotonic logics.

Mamba SSM architecture

[ACL 24 main] Large Language Models Can Learn Temporal Reasoning

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

A Library for Differentiable Logic Gate Networks

This is the official code release of the following paper: Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang and Xueqi Cheng. Temporal Knowledge Graph Reasoning …

The source code of ISWC2020 paper "Temporal Knowledge Graph completion based on time series Gaussian embedding " and COLING2020 paper "TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rota…

Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion, ISWC 2024

Official implementation of "TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy