5 papers
ROBoto2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment
Anthony Hevia, Sanjana Chintalapati, Veronica Ka Wai Lai +4
We present ROBOTO2, an open-source, web-based platform for large language model (LLM)-assisted risk of bias (ROB) assessment of clinical trials. ROBOTO2 streamlines the traditional…
A User-Centered Evaluation of Spanish Text Simplification
Adrian de Wynter, Anthony Hevia, Si-Qing Chen
We present an evaluation of text simplification (TS) in Spanish for a production system, by means of two corpora focused in both complex-sentence and complex-word identification. W…
Solving Edge Clique Cover Exactly via Synergistic Data Reduction
Anthony Hevia, Benjamin Kallus, Summer McClintic +3
The edge clique cover (ECC) problem -- where the goal is to find a minimum cardinality set of cliques that cover all the edges of a graph -- is a classic NP-hard problem that has r…
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BigScience Workshop, :, Teven Le Scao +391
Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language instructions. While these capabilities have led to wi…
Powering Effective Climate Communication with a Climate Knowledge Base
Kameron B. Rodrigues, Shweta Khushu, Mukut Mukherjee +4
While many accept climate change and its growing impacts, few converse about it well, limiting the adoption speed of societal changes necessary to address it. In order to make effe…