List of works - Doug C Downey

2204: Evaluations of physiologic perturbations and their relationship with length of stay in neonatal hypoxic-ischemic encephalopathy

A Computational Inflection for Scientific Discovery ⬇️

scientific article published on 4 May 2022

Abductive Commonsense Reasoning ⬇️

scientific article published on 15 August 2019

Analysis of a probabilistic model of redundancy in unsupervised information extraction

Construction of the Literature Graph in Semantic Scholar

scientific article published on 30 May 2018

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ⬇️

Explanatory semantic relatedness and explicit spatialization for exploratory search

High-Precision Extraction of Emerging Concepts from Scientific Literature

Just Add Functions: A Neural-Symbolic Language Model

Local and Global Algorithms for Disambiguation to Wikipedia ⬇️

conference paper published in 2011

Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification ⬇️

Machine learning mortality classification in clinical documentation with increased accuracy in visual-based analyses

scientific article published on 24 November 2019

Methods for exploring and mining tables on Wikipedia

2013 conference paper

SPECTER: Document-level Representation Learning using Citation-informed Transformers

Schools as a Relatively Standardizing Institution: The Case of Gender Gaps in Cognitive Skills

scientific article published in 2022

Stolen Probability: A Structural Weakness of Neural Language Models

TabEL: Entity Linking in Web Tables

article by Chandra Sekhar Bhagavatula et al published 2015 in The Semantic Web - ISWC 2015: 14th International Semantic Web Conference, Bethlehem, PA, USA, October 11-15, 2015, Proceedings, Part I

The Inverse Association Between Number of Siblings and Divorce: New Evidence From China and Europe

scientific article published in 2023

Unsupervised named-entity extraction from the Web: An experimental study

article published in 2005

List of works by Doug C Downey