Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
When seeking information not covered in patient-friendly documents, healthcare consumers
may turn to the research literature. Reading medical papers, however, can be a challenging …
may turn to the research literature. Reading medical papers, however, can be a challenging …
A computational inflection for scientific discovery
A Computational Inflection for Scientific Discovery Page 1 DOI:10.1145/3576896 Enabling
researchers to leverage systems to overcome the limits of human cognitive capacity. BY TOM …
researchers to leverage systems to overcome the limits of human cognitive capacity. BY TOM …
The semantic reader project: Augmenting scholarly documents through ai-powered interactive reading interfaces
Scholarly publications are key to the transfer of knowledge from scholars to others. However,
research papers are information-dense, and as the volume of the scientific literature grows …
research papers are information-dense, and as the volume of the scientific literature grows …
CiteME: Can Language Models Accurately Cite Scientific Claims?
Thousands of new scientific papers are published each month. Such information overload
complicates researcher efforts to stay current with the state-of-the-art as well as to verify and …
complicates researcher efforts to stay current with the state-of-the-art as well as to verify and …
Leveraging large language models for learning complex legal concepts through storytelling
Making legal knowledge accessible to non-experts is crucial for enhancing general legal
literacy and encouraging civic participation in democracy. However, legal documents are …
literacy and encouraging civic participation in democracy. However, legal documents are …
Words as gatekeepers: Measuring discipline-specific terms and meanings in scholarly publications
Scholarly text is often laden with jargon, or specialized language that can facilitate efficient
in-group communication within fields but hinder understanding for out-groups. In this work …
in-group communication within fields but hinder understanding for out-groups. In this work …
Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the" general" audience
Language models (LMs) show promise as tools for communicating science to the general
public by simplifying and summarizing complex language. Because models can be …
public by simplifying and summarizing complex language. Because models can be …
The Semantic Reader Project
Scholarly publications are key to the transfer of knowledge from scholars to others. However,
research papers are information-dense, and as the volume of the scientific literature grows …
research papers are information-dense, and as the volume of the scientific literature grows …
Generating topic pages for scientific concepts using scientific publications
In this paper, we describe Topic Pages, an inventory of scientific concepts and information
around them extracted from a large collection of scientific books and journals. The main aim …
around them extracted from a large collection of scientific books and journals. The main aim …
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction
Constructing a comprehensive, accurate, and useful scientific knowledge base is crucial for
human researchers synthesizing scientific knowledge and for enabling Al-driven scientific …
human researchers synthesizing scientific knowledge and for enabling Al-driven scientific …