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PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".
Codes and Data for ACL 2024 Paper "Faithful Logical Reasoning via Symbolic Chain-of-Thought".
Must-read Papers on Knowledge Editing for Large Language Models.
[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph，本项目提出了中文复合事件的概念与显式模式，包括条件事件、因果事件、顺承事件、反转事件等事件抽取，并形成事理图谱。
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
QAonMilitaryKG，QaSystem based on military knowledge graph that stores in mongodb which is different from the previous one, 基于mongodb存储的军事领域知识图谱问答项目，包括飞行器、太空装备等8大类，100余小类，共计5800项的军事武器知识库，该项目不使用图数据库进…
A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents
LibKGE - A knowledge graph embedding library for reproducible research
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
bilibili video course src code
Java/python library and validator for the AIDA Interchange Format (AIF). Originally based on isi-vista/gaia-interchange.
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
The official implementation for ICLR22 paper "Handling Distribution Shifts on Graphs: An Invariance Perspective"
MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code
Curated research at the intersection of causal inference and natural language processing.