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GitHub topics: commonsense-knowledge

HKUST-KnowComp/FolkScope

Codes and Datasets for the ACL2023 Findings Paper: FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense

Language: Python - Size: 4.64 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 32 - Forks: 5

yuchenlin/OpenCSR

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

Language: Python - Size: 67.7 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 31 - Forks: 5

HKUST-KnowComp/atomic-conceptualization

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

Language: Python - Size: 21.1 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 1

pixelsandpointers/ba-thesis

Bachelor's Thesis: "Be Constructive, Helpful and Empathetic: Towards Situated Empathic Dialogue Generation Grounded in Social and Moral Commonsense Knowledge"

Language: Python - Size: 186 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

jaleedkhan/neusire

NeuSyRE: A Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment

Language: Jupyter Notebook - Size: 46.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 3

Aleedm/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 - Size: 4.6 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nlp-waseda/comet-atomic-ja

COMET-ATOMIC ja

Language: Python - Size: 3.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 0

HKUST-KnowComp/ASER

ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.

Language: Python - Size: 37 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 289 - Forks: 31

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: Python - Size: 32.2 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 43 - Forks: 4

anshitag/memit_csk

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

Language: Python - Size: 1.38 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Mallory24/cae_modeling

The official repository for the IJCNLP-AACL 2023 paper: Implicit Affordance Acquisition via Causal Action–Effect Modeling in the Video Domain

Language: Python - Size: 620 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

felixgiov/UDST-DurationQA

⏱️ Dataset from the paper "Improving Event Duration Question Answering by Leveraging Existing Temporal Information Extraction Data"

Size: 585 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

felixgiov/AcTED

Dataset and codes from the paper "AcTED: Automatic Acquisition of Typical Event Duration for Semi-supervised Temporal Commonsense QA"

Language: Python - Size: 160 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

usc-isi-i2/cskg

CSKG: The CommonSense Knowledge Graph

Language: Jupyter Notebook - Size: 5.41 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 103 - Forks: 11

Heidelberg-NLP/LMs4Implicit-Knowledge-Generation Fork of maria-becker/LMs4Implicit-Knowledge-Generation

Code 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 - Size: 128 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 3

Heidelberg-NLP/CO-NNECT Fork of maria-becker/CO-NNECT

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 - Size: 2.32 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 1

Heidelberg-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 - Size: 22.2 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 7

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: Python - Size: 3.79 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 3

ag-sc/Robot-Commonsense-Review

Supplementary material for the paper "Commonsense Knowledge in Cognitive Robotics: A Systematic Literature Review"

Language: TeX - Size: 3.21 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

LeqsNaN/KEC

The code for the paper "Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge"

Language: Python - Size: 5.88 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 19 - Forks: 0

maria-becker/LMs4Implicit-Knowledge-Generation

Code 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 - Size: 128 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 4

maria-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 - Size: 22.2 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

LeqsNaN/SKAIG-ERC

The 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 - Size: 33.8 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 2

phongnt570/large-scale-csk-extraction

Code for paper "Refined Commonsense Knowledge from Large-Scale Web Contents" (TKDE 2022)

Language: Python - Size: 1.42 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

phongnt570/ascent

Advanced Semantics for Commonsense Knowledge Extraction (WWW '21)

Language: Python - Size: 13 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 2

boschresearch/ad_cskg

Dataset of a collection of commonsense knowledge assertions relevant for the autonomous driving (AD) domain.

Size: 114 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

majumderb/pabst

Code for "Unsupervised Enrichment of Persona-grounded Dialog with Background Stories", ACL 2021

Language: Python - Size: 20.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 1

LeqsNaN/SarDeCK

The code for "Sarcasm Detection with Commonsense Knowledge"

Language: Python - Size: 36.6 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

tyjiangU/physical_artifacts_function

Code for the paper "Learning Prototypical Functions for Physical Artifacts"

Language: Python - Size: 220 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

maria-becker/CO-NNECT

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 - Size: 2.31 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 3

Related Keywords
commonsense-knowledge 30 knowledge-graph 9 natural-language-processing 8 conceptnet 6 commonsense-reasoning 5 nlp 5 knowledge-paths 4 commonsense-extraction 3 language-models 3 concept-extraction 2 commonsense 2 target-prediction 2 knowledge-extraction 2 relation-classification 2 path-generation 2 transformer 2 implicit-knowledge 2 dataset 2 language-model 1 embeddings 1 video-representation-learning 1 language-and-vision 1 cognitive-robotics 1 literature-review 1 conversation 1 sarcasm-detection 1 deep-learning 1 bert-fine-tuning 1 unsupervised 1 dialog 1 decoding 1 paper 1 pandaset 1 kg 1 bosch 1 bcai 1 autonomous-driving 1 commonsense-knowledge-extraction 1 nautral-language-processing 1 emotion-recognition 1 gnn 1 emotion-cause 1 scene-graph-generation 1 scene-graph-enrichment 1 scene-graph 1 neuro-symbolic-ai 1 ms-coco 1 knowledge-enrichment 1 image-representation 1 image-generation 1 image-captioning 1 dialogue-systems 1 question-answering 1 open-domain-qa 1 information-retrieval 1 llms 1 large-language-models 1 generative-model 1 e-commerce 1 emnlp2023 1 semantic-networks 1 knowledge-base 1 aser 1 japanese 1 huggingface-transformers 1 t5-model 1 sbert 1 pegasus-model 1 dialogue-summarization 1 comet 1 bart-model 1 visual-understanding 1 visual-reasoning 1 visual-genome 1 scene-graph-to-text 1 scene-graph-to-image 1