commonsense-reasoning

There are 83 repositories under commonsense-reasoning topic.

  • zjunlp/Prompt4ReasoningPapers

    [ACL 2023] Reasoning with Language Model Prompting: A Survey

    82025564

  • michiyasunaga/qagnn

    [NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

    Language:Python611160110

  • reasoning-machines/pal

    PaL: Program-Aided Language Models (ICML 2023)

    Language:Python44491450

  • NVlabs/DoRA

    [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

    Language:Python28610915

  • INK-USC/KagNet

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

    Language:Python26913056

  • snap-stanford/GreaseLM

    [ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

    Language:Python22371739

  • INK-USC/CommonGen

    A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

    Language:Python1378023

  • reasoning-machines/prompt-lib

    A set of utilities for running few-shot prompting experiments on large-language models

    Language:Python1014617

  • reasoning-machines/CoCoGen

    Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)

    Language:Python826211
  • commonsense-rl

    IBM/commonsense-rl

    Knowledge-Aware RL agents with Commonsense Reasoning

    Language:Inform 77413121

  • declare-lab/CICERO

    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.

    Language:Python62546

  • China-UK-ZSL/ZS-F-VQA

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

    Language:Python6131215

  • epfl-nlp/kogito

    A Python Commonsense Knowledge Inference Toolkit

    Language:Python59226

  • bcmi/Causal-VidQA

    [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.

    Language:Python498122

  • rajammanabrolu/C2PO

    Automated Storytelling via Causal, Commonsense Plot Ordering

    Language:Python49538

  • demelin/moral_stories

    Data and code for the "Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences" (Emelin et al., 2021) paper.

    Language:Python48307

  • HKUST-KnowComp/DISCOS-commonsense

    Codes for the WWW2021 paper: DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.00154).

    Language:Python43524

  • cmekik/pyClarion

    Experimental Python implementation of the Clarion cognitive architecture

    Language:Python397916

  • robcog-iai/RobCoG

    Robot Commonsense Games

    Language:C#3710550

  • EternityYW/Gemini-Commonsense-Evaluation

    Official implementation of "Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models"

    35102

  • yuchenlin/awesome-commonsense

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

    34603

  • yuchenlin/OpenCSR

    Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)

    Language:Python32245

  • declare-lab/CIDER

    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.

    Language:Python29406

  • declare-lab/sentence-ordering

    This repository contains the PyTorch implementation of the paper STaCK: Sentence Ordering with Temporal Commonsense Knowledge appearing at EMNLP 2021.

    Language:Python29317

  • SAP-samples/acl2020-commonsense

    Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.

    Language:Python27766

  • HKUST-KnowComp/CSKB-Population

    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)

    Language:Python24623

  • HKUST-KnowComp/atomic-conceptualization

    Code and data for the paper Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization

    Language:Python22421

  • INK-USC/XCSR

    Code Repo for the ACL21 paper "Common Sense Beyond English: Evaluating and Improving Multilingual LMs for Commonsense Reasoning"

    Language:Python22812

  • ECNU-ICA/ECNU-SenseMaker

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

    Language:Python21523

  • INK-USC/NumerSense

    The data and code for NumerSense (EMNLP2020)

    Language:Python19508

  • tuhinjubcse/SimileGeneration-EMNLP2020

    Code for SCOPE (Style transfer through COmmonsense PropErty) , a style transfer approach to convert literal sentences to similes

    Language:Python19430

  • wyu97/RACo

    Resources for Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. EMNLP 2022.

    19121

  • Heidelberg-NLP/COINS

    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!

    Language:Python17532

  • phosseini/causal-reasoning

    Knowledge-Augmented Language Models for Cause-Effect Relation Classification https://arxiv.org/abs/2112.08615

    Language:Python15104

  • ShihanYang/UKGEbert

    Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model

    Language:Python15311

  • zjunlp/knowledge-rumination

    [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models

    Language:Python15401