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30 search results found

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

PaL: Program-Aided Language Models

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

Commongen ⭐ 136

A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

Prompt Lib ⭐ 77

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

A Python Commonsense Knowledge Inference Toolkit

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.

Discos Commonsense ⭐ 40

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

Language Models of Code are Few-Shot Commonsense Learners

Pyclarion ⭐ 32

Experimental Python implementation of the Clarion cognitive architecture

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

Moral_stories ⭐ 26

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

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.

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)

Acl2020 Commonsense ⭐ 23

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

Atomic Conceptualization ⭐ 20

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

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.

Ecnu Sensemaker ⭐ 19

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

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!

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

Acl2019 Commonsense ⭐ 13

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

Numersense ⭐ 12

The data and code for NumerSense (EMNLP2020)

Causal Reasoning ⭐ 11

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

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!

Sentence Ordering ⭐ 11

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

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

Codes for the ACL2023 main conference paper: CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning.

Similegeneration Emnlp2020 ⭐ 6

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

Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model

Narrative Modeling ⭐ 6

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

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