6 citations · 7 across the 4 of their papers we have counts for
5 papers · 1 filter
The Choice of Knowledge Base in Automated Claim Checking
Dominik Stammbach, Boya Zhang, Elliott Ash
Automated claim checking is the task of determining the veracity of a claim given evidence found in a knowledge base of trustworthy facts. While previous work has taken the knowled…
RELATIO: Text Semantics Capture Political and Economic Narratives
Elliott Ash, Germain Gauthier, Philine Widmer
Social scientists have become increasingly interested in how narratives -- the stories in fiction, politics, and life -- shape beliefs, behavior, and government policies. This pape…
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes
Nianlong Gu, Elliott Ash, Richard H. R. Hahnloser
We introduce MemSum (Multi-step Episodic Markov decision process extractive SUMmarizer), a reinforcement-learning-based extractive summarizer enriched at each step with information…
DocSCAN: Unsupervised Text Classification via Learning from Neighbors
Dominik Stammbach, Elliott Ash
We introduce DocSCAN, a completely unsupervised text classification approach using Semantic Clustering by Adopting Nearest-Neighbors (SCAN). For each document, we obtain semantical…
Evaluating Document Representations for Content-based Legal Literature Recommendations
Malte Ostendorff, Elliott Ash, Terry Ruas +3
Recommender systems assist legal professionals in finding relevant literature for supporting their case. Despite its importance for the profession, legal applications do not reflec…