commonsense-reasoning

There are 83 repositories under commonsense-reasoning topic.

  • knowledge-rumination

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

    Language:Python14

  • UKGEbert

    Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model

    Language:Python14

  • SalKG

    This is the official PyTorch implementation of our NeurIPS 2021 paper: "SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning"

    Language:Python14

  • acl2019-commonsense

    Source code for the paper "Attention Is (not) All You Need for Commonsense Reasoning" published at ACL 2019.

    Language:Python13

  • scene_graph_commonsense

    This is the official implementation of the paper "Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge" in PyTorch.

    Language:Jupyter Notebook12

  • MHKA

    The corresponding code from our paper "Social Commonsense Reasoning with Multi-Head Knowledge Attention (EMNLP 2020)". Do not hesitate to open an issue if you run into any trouble!

    Language:Python11

  • Commonsense-Knowledge-Base-Completion

    Commonsense Knowledge Base Reasoning

    Language:Jupyter Notebook11

  • CAT

    Code for the ACL2023 paper: CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning (https://aclanthology.org/2023.acl-long.733.pdf).

    Language:Python10

  • PACS

    Code and dataset release for "PACS: A Dataset for Physical Audiovisual CommonSense Reasoning" (ECCV 2022)

    Language:Python10

  • Shortcutted-Commonsense-Reasoning

    Code for the article "Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning", Outstanding Paper at EMNLP2021

    Language:Jupyter Notebook10

  • Event_Process_Typing

    This is the repository for the resources in CoNLL 2020 Paper "What Are You Trying Todo? Semantic Typing of Event Processes"

    Language:Python10

  • awesome-natural-language-reasoning

    A collection of research papers related to Natural Language Reasoning

    9

  • Hawk

    Code for Identifying and Explaining Discriminative Attributes, Conference on Empirical Methods in Natural Language Processing (EMNLP), Hong Kong, 2019

    Language:Java9

  • SAPPHIRE

    Code for SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation (https://aclanthology.org/2021.inlg-1.21/) INLG 2021 Best Long Paper.

    8

  • COAT

    A CommonSense Reasoning Dataset pertaining to Physical Commonsense affordance of objects.

    7

  • narrative-modeling

    Narrative Modeling with Memory Chains and Semantic Supervision, published at ACL 2018

    Language:Python7

  • CR-NMT

    Code and data realease for "Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge"

    Language:Roff6

  • memit_csk

    Source repository for Editing Common Sense in Transformers (EMNLP 2023)

    Language:Python6

  • dcsg-ja

    Dialogue Commonsense Graph in Japanese

    6

  • CSQA_DeBERTaV3

    The implementation of DeBERTaV3-based commonsense question answering on CommonsenseQA.

    Language:Python5

  • Syllogistic-Commonsense-Reasoning

    Deductive Commonsense Reasoning

    Language:Jupyter Notebook5

  • tango

    [IJCAI'21] TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators

    Language:Python5

  • RoughWorld

    RoughWorld is a platform for commonsense AI based on a game-like simulation representation of knowledge.

    Language:Java5

  • Wino-X

    Supplementary materials for the paper "Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution" (Emelin et al., 2021)

    Language:Python4

  • axioms

    Commonsense axioms

    Language:Common Lisp4

  • Commonsense-Reasoning-Neuro-only-vs-Neuro-Symbolic-Methods

    Code for the article "Commonsense Reasoning: how do Neuro-only and hybrid Neuro-Symbolic approaches compare?", to be presented at KINN2021

    Language:Python3

  • BYU-Analogical-Reasoning-Dataset

    BARD (BYU Analogical Reasoning Dataset) - a set of analogical reasoning tasks of the form A:B::C:D

    Language:OpenEdge ABL3

  • COMET-ATOMIC-En-Zh

    COMET-ATOMIC ja's translate demonstration in English and Chinese, A commonsense knowledge graph on events translate from Waseda University.

    2

  • feasibilityQA

    [EACL 23] Dataset & Evaluation for FeasibleQA paper

    Language:Jupyter Notebook2

  • defeasible_graphs

    Graphs for defeasible reasoning

    2

  • WinoVis

    Exploring common-sense reasoning capabilities of text-to-image models through pronoun disambiguation

    Language:Python1

  • dataset-SloATOMIC-2020

    The Slovene translation of the ATOMIC 2020 data set

    1

  • Placements

    Resources related to placement including statistics and books for reading and cracking interviews

    1

  • sosac-reasoner

    ASP inference engine designed for automatic IoT context knowledge generation.

    Language:Python1

  • study-of-commonsense-reasoning

    Code and data for Masters Dissertation "A Study of Commonsense Reasoning with Language Models", developed @ NLX-Group, Department of Informatics, Faculty of Sciences, University of Lisbon

    Language:Jupyter Notebook1

  • thinkaboutit

    Code, data, and pre-trained models for our EMNLP 2021 paper "Think about it! Improving defeasible reasoning by first modeling the question scenario"

    Language:Python1