commonsense-knowledge
There are 3 repositories under commonsense-knowledge topic.
HKUST-KnowComp / ASER
ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.
Language:Python 292usc-isi-i2 / cskg
CSKG: The CommonSense Knowledge Graph
Language:Jupyter Notebook 110Heidelberg-NLP / CoCo-Ex
CoCo-Ex extracts meaningful concepts from natural language texts and maps them to conjunct concept nodes in ConceptNet, utilizing the maximum of relational information stored in the ConceptNet knowledge graph.
Language:Python 57Codes for the WWW2021 paper: DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.00154).
Language:Python 43- Language:Python 32
nlp-waseda / comet-atomic-ja
COMET-ATOMIC ja
Language:Python 27LeqsNaN / KEC
The code for the paper "Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge"
Language:Python 26Codes and Datasets for the ACL2023 Findings Paper: FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense
Language:Python 25phongnt570 / ascent
Advanced Semantics for Commonsense Knowledge Extraction (WWW 2021)
Language:Python 25Codes 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:Python 24Code and data for the paper Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
Language:Python 22The code for "Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Commonsense Knowledge" plus the code of models in "A Hierarchical Transformer with Speaker Modeling for Emotion Recognition in Conversations"
Language:Python 21Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statements between two sentences, by (i) finetuning the models on corpora enriched with implicit information; and by (ii) constraining models with key concepts and commonsense knowledge paths connecting them.
Language:Python 15maria-becker / CoCo-Ex
CoCo-Ex extracts meaningful concepts from natural language texts and maps them to conjunct concept nodes in ConceptNet, utilizing the maximum of relational information stored in the ConceptNet knowledge graph.
Language:Python 11Refined Commonsense Knowledge from Large-Scale Web Contents (TKDE 2022)
Language:Python 11majumderb / pabst
Code for "Unsupervised Enrichment of Persona-grounded Dialog with Background Stories", ACL 2021
Language:Python 10This repository contains our path generation framework Co-NNECT, in which we combine two models for establishing knowledge relations and paths between concepts from sentences, as a form of explicitation of implicit knowledge: COREC-LM (COmmonsense knowledge RElation Classification using Language Models), a relation classification system that we developed for classifying commonsense knowledge relations; and COMET, a target prediction system developed by Bosselut et al., 2019.
Language:Python 9jaleedkhan / neusire
NeuSyRE: A Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
Language:Jupyter Notebook 9Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statements between two sentences, by (i) finetuning the models on corpora enriched with implicit information; and by (ii) constraining models with key concepts and commonsense knowledge paths connecting them.
Language:Python 8- Language:Python 7
- Language:Python 6
boschresearch / ad_cskg
Dataset of a collection of commonsense knowledge assertions relevant for the autonomous driving (AD) domain.
This repository contains our path generation framework Co-NNECT, in which we combine two models for establishing knowledge relations and paths between concepts from sentences, as a form of explicitation of implicit knowledge: COREC-LM (COmmonsense knowledge RElation Classification using Language Models), a relation classification system that we developed for classifying commonsense knowledge relations; and COMET, a target prediction system developed by Bosselut et al., 2019.
Language:Python 2Mallory24 / cae_dataset
The official repository for creating casual action effect (CAE) dataset for the IJCNLP-AACL 2023 paper: Implicit Affordance Acquisition via Causal Action–Effect Modeling in the Video Domain
Language:Python 1The official repository for the IJCNLP-AACL 2023 paper: Implicit Affordance Acquisition via Causal Action–Effect Modeling in the Video Domain
Language:Python 1pixelsandpointers / ba-thesis
Bachelor's Thesis: "Be Constructive, Helpful and Empathetic: Towards Situated Empathic Dialogue Generation Grounded in Social and Moral Commonsense Knowledge"
Language:Python 1Aleedm / Sick-Summarization
This repository explores enhancing dialogue summarization with commonsense knowledge through the SICK framework, evaluating models on dialogue datasets to assess commonsense's impact on summarization quality.
Language:Python 0felixgiov / AcTED
Dataset and codes from the paper "AcTED: Automatic Acquisition of Typical Event Duration for Semi-supervised Temporal Commonsense QA"
Language:Python 0Dataset from the paper "Improving Event Duration Question Answering by Leveraging Existing Temporal Information Extraction Data"
0tyjiangU / physical_artifacts_function
Code for the paper "Learning Prototypical Functions for Physical Artifacts"
Language:Python 0ag-sc / Robot-Commonsense-Review
Supplementary material for the paper "Commonsense Knowledge in Cognitive Robotics: A Systematic Literature Review"
Language:TeX
