Search Results for author: Jevin West

Found 6 papers, 1 papers with code

Response: Emergent analogical reasoning in large language models

1 code implementation30 Aug 2023 Damian Hodel, Jevin West

In their recent Nature Human Behaviour paper, "Emergent analogical reasoning in large language models," (Webb, Holyoak, and Lu, 2023) the authors argue that "large language models such as GPT-3 have acquired an emergent ability to find zero-shot solutions to a broad range of analogy problems."

Memorization

Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery

no code implementations NeurIPS Workshop AI4Scien 2021 Jason Portenoy, Marissa Radensky, Jevin West, Eric Horvitz, Daniel Weld, Tom Hope

We also demonstrate an approach for displaying information about authors, boosting the ability to understand the work of new, unfamiliar scholars.

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

no code implementations EMNLP 2020 Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West

The COVID-19 pandemic has sparked unprecedented mobilization of scientists, generating a deluge of papers that makes it hard for researchers to keep track and explore new directions.

Language Modelling

Stem-ming the Tide: Predicting STEM attrition using student transcript data

no code implementations28 Aug 2017 Lovenoor Aulck, Rohan Aras, Lysia Li, Coulter L'Heureux, Peter Lu, Jevin West

In this paper, we detail our efforts to model and predict dropout from STEM fields using one of the largest known datasets used for research on students at a traditional campus setting.

BIG-bench Machine Learning Math

Predicting Student Dropout in Higher Education

no code implementations20 Jun 2016 Lovenoor Aulck, Nishant Velagapudi, Joshua Blumenstock, Jevin West

Each year, roughly 30% of first-year students at US baccalaureate institutions do not return for their second year and over $9 billion is spent educating these students.

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