2 citations · 5 across the 7 of their papers we have counts for
4 papers · 1 filter
Validity Assessment of Legal Will Statements as Natural Language Inference
Alice Saebom Kwak, Jacob O. Israelsen, Clayton T. Morrison +2
This work introduces a natural language inference (NLI) dataset that focuses on the validity of statements in legal wills. This dataset is unique because: (a) each entailment decis…
Learning Open Domain Multi-hop Search Using Reinforcement Learning
Enrique Noriega-Atala, Mihai Surdeanu, Clayton T. Morrison
We propose a method to teach an automated agent to learn how to search for multi-hop paths of relations between entities in an open domain. The method learns a policy for directing…
Inter-sentence Relation Extraction for Associating Biological Context with Events in Biomedical Texts
Enrique Noriega-Atala, Paul D. Hein, Shraddha S. Thumsi +3
We present an analysis of the problem of identifying biological context and associating it with biochemical events in biomedical texts. This constitutes a non-trivial, inter-senten…
WorldTree: A Corpus of Explanation Graphs for Elementary Science Questions supporting Multi-Hop Inference
Peter A. Jansen, Elizabeth Wainwright, Steven Marmorstein +1
Developing methods of automated inference that are able to provide users with compelling human-readable justifications for why the answer to a question is correct is critical for d…