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Search results for natural language processing commonsense reasoning

commonsense-reasoning x

natural-language-processing x

13 search results found

Prompt4reasoningpapers ⭐ 717

Repository for the ACL2023 paper "Reasoning with Language Model Prompting: A Survey".

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

Commongen ⭐ 136

A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

A Python Commonsense Knowledge Inference Toolkit

Moral_stories ⭐ 26

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

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

Ecnu Sensemaker ⭐ 19

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

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.

Acl2019 Commonsense ⭐ 13

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

Awesome Commonsense ⭐ 12

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

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

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

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

Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model

Similegeneration Emnlp2020 ⭐ 6

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

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

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

Shortcutted Commonsense Reasoning ⭐ 5

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

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