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Explain Yourself! Leveraging Language Models for Commonsense Reasoning

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Richard Socher: One of the hardest problems in #AI is common sense reasoning. This paper by @nazneenrajani, @BMarcusMcCann, @CaimingXiong+I makes huge progress on this. Powerful, simple and unsupervised method: https://arxiv.org/abs/1906.02361 Github: https://github.com/salesforce/cos-e Blog: https://blog.einstein.ai/leveraging-language-models-for-commonsense/ https://t.co/lolDykY8Wt

7 replies, 684 likes


Miles Brundage: "Explain Yourself! Leveraging Language Models for Commonsense Reasoning," Rajani et al.: https://arxiv.org/abs/1906.02361

0 replies, 18 likes


arxiv: Explain Yourself! Leveraging Language Models for Commonsense Reasoning. http://arxiv.org/abs/1906.02361 https://t.co/lOCnFa5PNG

0 replies, 14 likes


Vinod Khosla: Far from enough but a start to common sense reasoning: https://arxiv.org/pdf/1906.02361.pdf ; where will a dozen different attempts lead from DL to Bayesian, graph,...?

0 replies, 13 likes


Salesforce Research: Can neural networks use auto-generated reasoning? Today, at @ACL2019_Italy, we had a session on leveraging language models for commonsense reasoning from our very own @nazneenrajani ! Check out the paper below: https://arxiv.org/abs/1906.02361 https://t.co/YNOlVF3UHm

0 replies, 10 likes


Susanna @ Indigenous.Engineering: i'm fascinated by this paper. applying language models to improve common sense reasoning in deep neural networks by training the model on human-generated answers to questions...until it can infer its own. so COOL #NLProc #DataScience #MachineLearning https://arxiv.org/abs/1906.02361

0 replies, 3 likes


Nazneen Rajani ✈️ ACL2019 Italy: I will be presenting this work today in Hall 4 at 2:50pm. If you are interested in explainable AI (XAI) or commonsense reasoning, don't miss this! #acl2019nlp

1 replies, 3 likes


Kiran Kannar: brilliant talk by @nazneenrajani on Xplainable AI. highly recommend the associated paper https://arxiv.org/abs/1906.02361 #DF19

0 replies, 1 likes


Hima Lakkaraju: This looks very interesting @RichardSocher.

0 replies, 1 likes


Content

Found on Jul 02 2019 at https://arxiv.org/pdf/1906.02361.pdf

PDF content of a computer science paper: Explain Yourself! Leveraging Language Models for Commonsense Reasoning