565 citations · 566 across the 3 of their papers we have counts for
3 papers
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448
Language models demonstrate both quantitative improvement and new qualitative capabilities with increasing scale. Despite their potentially transformative impact, these new capabil…
Specificity-Based Sentence Ordering for Multi-Document Extractive Risk Summarization
Berk Ekmekci, Eleanor Hagerman, Blake Howald
Risk mining technologies seek to find relevant textual extractions that capture entity-risk relationships. However, when high volume data sets are processed, a multitude of relevan…
A Consolidated System for Robust Multi-Document Entity Risk Extraction and Taxonomy Augmentation
Berk Ekmekci, Eleanor Hagerman, Blake Howald
We introduce a hybrid human-automated system that provides scalable entity-risk relation extractions across large data sets. Given an expert-defined keyword taxonomy, entities, and…