A collection of research on knowledge graphs

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

My Reading Lists of Deep Learning and Natural Language Processing

Recognition to Cognition Networks (code for the model in "From Recognition to Cognition: Visual Commonsense Reasoning", CVPR 2019)

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

🥤🧑🏻‍🚀Code and dataset for our EMNLP 2023 paper - "SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization"

Curated list of all NLP Resources

TransOMCS is a commonsense knowledge resource transferred from ASER. It is in the format of OMCS but two orders of magnitude larger.

[Paper][ISWC 2021] Zero-shot Visual Question Answering using Knowledge Graph

Must-read papers on commonsense knowledge and other resources and tutorials

[Work in progress] A reading list for machine commonsense reasoning

Baselines for CCKS 2022 Task "Commonsense Knowledge Salience Evaluation"

Ordinal Common-sense Inference

For <Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation>. Accepted by ACL2019

📝 Source code for "ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation" (SemEval 2020).

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

Code for generating Quasimodo, a commonsense knowledge base.

The corresponding code from our paper " COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion (ACL 2021)". Do not hesitate to open an issue if you run into any trouble!

Implementation of Dual Co-Matching Network for Multi-choice Reading Comprehension