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ReCall: Learning to Reason with Tool Call for LLMs via Reinforcement Learning
Machine Learning Resources, Practice and Research
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
A collection of AWESOME things about Graph-Related LLMs.
A prize for finding tasks that cause large language models to show inverse scaling
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
[Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer
A HOL-based framework for reasoning over knowledge graphs
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!
This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
[Tool] For Knowledge Graph Representation Learning
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
TypeDB: the power of programming, in your database
A distributed, fast open-source graph database featuring horizontal scalability and high availability
LibKGE - A knowledge graph embedding library for reproducible research
Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
Inductive relation prediction by subgraph reasoning, ICML'20
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
Multi-Hop Logical Reasoning in Knowledge Graphs
Implementation of the BoxE model from the NeurIPS 2020 paper "BoxE: A Box Embedding Model for Knowledge Base Completion". Also includes a visualization tool, BoxEViz, to show the evolution of boxes…
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding. NeurIPS 2020.