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The Top 23 Commonsense Reasoning Open Source Projects

Open source projects categorized as Commonsense Reasoning
Categories > Commonsense Reasoning
Prompt4reasoningpapers ⭐ 717
Repository for the ACL2023 paper "Reasoning with Language Model Prompting: A Survey".
most recent commit 4 months ago
Qagnn ⭐ 453
[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖
most recent commit a year ago
Pal ⭐ 308
PaL: Program-Aided Language Models
most recent commit a year ago
Kagnet ⭐ 158
Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)
most recent commit 4 years ago
Greaselm ⭐ 147
[ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
most recent commit 2 years ago
Commongen ⭐ 136
A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning
most recent commit 5 months ago
Prompt Lib ⭐ 77
A set of utilities for running few-shot prompting experiments on large-language models
most recent commit 7 months ago
Kogito ⭐ 54
A Python Commonsense Knowledge Inference Toolkit
total releases 27most recent commit 5 months ago
Cicero ⭐ 47
The purpose of this repository is to introduce new dialogue-level commonsense inference datasets and tasks. We chose dialogues as the data source because dialogues are known to be complex and rich in commonsense.
most recent commit 2 years ago
Commonsense Rl ⭐ 47
Knowledge-Aware RL agents with Commonsense Reasoning
most recent commit 2 years ago
Discos Commonsense ⭐ 40
Codes for the WWW2021 paper: DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.00154).
most recent commit 2 years ago
Robcog ⭐ 36
Robot Commonsense Games
most recent commit a year ago
Cocogen ⭐ 36
Language Models of Code are Few-Shot Commonsense Learners
most recent commit a year ago
Pyclarion ⭐ 32
Experimental Python implementation of the Clarion cognitive architecture
most recent commit a year ago
Opencsr ⭐ 31
Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)
most recent commit a year ago
Gemini Commonsense Evaluation ⭐ 26
Official implementation of "Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models"
most recent commit 5 months ago
Moral_stories ⭐ 26
Data and code for the "Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences" (Emelin et al., 2021) paper.
most recent commit 2 years ago
Causal Vidqa ⭐ 25
[CVPR 2022] A large-scale public benchmark dataset for video question-answering, especially about evidence and commonsense reasoning. The code used in our paper "From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering", CVPR2022.
most recent commit 2 years ago
Cskb Population ⭐ 24
Codes for the EMNLP2021 paper: Benchmarking Commonsense Knowledge Base Population (https://aclanthology.org/2021.emnlp-main.705.pdf) An updated version CKBP v2 (https://arxiv.org/pdf/2304.10392.pdf)
most recent commit 7 months ago
Acl2020 Commonsense ⭐ 23
Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.
most recent commit 2 years ago
Atomic Conceptualization ⭐ 20
Code and data for the paper Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
most recent commit 2 years ago
Cider ⭐ 19
This repository contains the dataset and the pytorch implementations of the models from the paper CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CIDER has been accepted to appear at SIGDIAL 2021.
most recent commit 2 years ago
Ecnu Sensemaker ⭐ 19
📝 Source code for "ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation" (SemEval 2020).
most recent commit a year ago
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