How to Write Science Questions that Are Easy for People and Hard for Computers
By Ernest Davis. 2016
21 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Computer Science Applications, Developmental and Educational Psychology, Natural Language Processing, Evaluation & Benchmarks
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Ashish Sabharwal
- Peter Clark
- Tushar Khot
- Mohit Bansal
- Jonathan Berant
- Hannaneh Hajishirzi
- Yejin Choi
- Oyvind Tafjord
In Computer Science Applications
In Developmental and Educational Psychology
In Natural Language Processing
- Ashish Sabharwal
- Peter Clark
- Tushar Khot
- Jonathan Berant
- Mohit Bansal
- Hannaneh Hajishirzi
- Yejin Choi
- Oyvind Tafjord
In Evaluation & Benchmarks
- Ashish Sabharwal
- Peter Clark
- Tushar Khot
- Oyvind Tafjord
- Jonathan Berant
- Chitta Baral
- Alon Talmor
- Carissa Schoenick
Citations in the corpus
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge (2018, methodology): “Second, because tests were designed for people rather than machines, large portions of these tests can be easily solved by simple AI methods (e.g. Davis, 2016; Clark et al., 2016).”
- CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge (2019, background): “SQUABU created a small hand-curated test of common sense and science questions (Davis, 2016), which are difficult for current techniques to solve.”
- Deep Learning: A Critical Appraisal (2018, background): “• Scientific reasoning and understanding, as in the Allen AI institute’s 8th grade science challenge (Schoenick, Clark, Tafjord, P, & Etzioni, 2017; Davis, 2016).”
- Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation (2019, methodology): “SQUABU (Davis, 2016) provides a small hand-constructed test of commonsense and scientific questions.”
- SemEval-2020 Task 4: Commonsense Validation and Explanation (2020, methodology): “SQUABU (Davis, 2016) provides a small hand-constructed test of commonsense and scientific questions.”