Media Summary: Impressive results in Natural Language Processing (NLP) tasks, including in Ernest Davis and Gary Marcus discuss the shortcomings of AI systems and " Current NLP systems impress us by achieving close-to-human performance on benchmarks of answering

Shortcut Learning In Commonsense Reasoning - Detailed Analysis & Overview

Impressive results in Natural Language Processing (NLP) tasks, including in Ernest Davis and Gary Marcus discuss the shortcomings of AI systems and " Current NLP systems impress us by achieving close-to-human performance on benchmarks of answering Human intelligence involves comprehending new situations through a rich model of the world. Given a single image from a movie, ... Enabling robots to understand instructions provided via spoken natural language would facilitate interaction between robots and ... SalKG Learning From Knowledge Graph Explanations for Commonsense Reasoning

Tiago Mota, Mohan Sridharan and Ales Leonardis: Navid Rezaei : The variety of on-device applications would benefit from the utilization of language models. However, due to their ...

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Shortcut Learning In Commonsense Reasoning (and NLP overall) with Ruben Branco
[Yonsei NLP Study S3] Shortcut Learning in QA
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
CACM Sept. 2015 - Commonsense Reasoning and Commonsense Knowledge in Artificial Intelligence
Commonsense Reasoning in the Wild (Xiang Ren)
Adversarial Benchmarks for Commonsense Reasoning
Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning
Yu Jin Kim - Modularized Transfer Learning with Multiple Knowledge Graphs for Commonsense Reasoning
SalKG Learning From Knowledge Graph Explanations for Commonsense Reasoning
AKBC 2021 : Commonsense reasoning with implicit knowledge in natural language (NLP Research Paper)
Commonsense Reasoning with the Fuzzy Reasoning Paradigm EJ
XLoKR 2020 - Commonsense Reasoning and Deep Learning for Transparent Decision Making in Robotics
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Shortcut Learning In Commonsense Reasoning (and NLP overall) with Ruben Branco

Shortcut Learning In Commonsense Reasoning (and NLP overall) with Ruben Branco

Impressive results in Natural Language Processing (NLP) tasks, including in

[Yonsei NLP Study S3] Shortcut Learning in QA

[Yonsei NLP Study S3] Shortcut Learning in QA

Introduce papers regarding the

Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning

Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning

Oral presentation at NAACL 2022.

CACM Sept. 2015 - Commonsense Reasoning and Commonsense Knowledge in Artificial Intelligence

CACM Sept. 2015 - Commonsense Reasoning and Commonsense Knowledge in Artificial Intelligence

Ernest Davis and Gary Marcus discuss the shortcomings of AI systems and "

Commonsense Reasoning in the Wild (Xiang Ren)

Commonsense Reasoning in the Wild (Xiang Ren)

Current NLP systems impress us by achieving close-to-human performance on benchmarks of answering

Adversarial Benchmarks for Commonsense Reasoning

Adversarial Benchmarks for Commonsense Reasoning

Human intelligence involves comprehending new situations through a rich model of the world. Given a single image from a movie, ...

Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning

Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning

Enabling robots to understand instructions provided via spoken natural language would facilitate interaction between robots and ...

Yu Jin Kim - Modularized Transfer Learning with Multiple Knowledge Graphs for Commonsense Reasoning

Yu Jin Kim - Modularized Transfer Learning with Multiple Knowledge Graphs for Commonsense Reasoning

Unlocking Zero-shot

SalKG Learning From Knowledge Graph Explanations for Commonsense Reasoning

SalKG Learning From Knowledge Graph Explanations for Commonsense Reasoning

SalKG Learning From Knowledge Graph Explanations for Commonsense Reasoning

AKBC 2021 : Commonsense reasoning with implicit knowledge in natural language (NLP Research Paper)

AKBC 2021 : Commonsense reasoning with implicit knowledge in natural language (NLP Research Paper)

AKBC 2021 (Long Paper) :

Commonsense Reasoning with the Fuzzy Reasoning Paradigm EJ

Commonsense Reasoning with the Fuzzy Reasoning Paradigm EJ

6-3 Module Assignment:

XLoKR 2020 - Commonsense Reasoning and Deep Learning for Transparent Decision Making in Robotics

XLoKR 2020 - Commonsense Reasoning and Deep Learning for Transparent Decision Making in Robotics

Tiago Mota, Mohan Sridharan and Ales Leonardis:

Learning by Prompts for Visual Commonsense Tasks

Learning by Prompts for Visual Commonsense Tasks

Navid Rezaei : The variety of on-device applications would benefit from the utilization of language models. However, due to their ...