32 citations · 197 across the 43 of their papers we have counts for
6 papers · 1 filter
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks
Mokanarangan Thayaparan, Marco Valentino, Viktor Schlegel +1
Recent advances in reading comprehension have resulted in models that surpass human performance when the answer is contained in a single, continuous passage of text. However, compl…
DisSim: A Discourse-Aware Syntactic Text Simplification Frameworkfor English and German
Christina Niklaus, Matthias Cetto, Andre Freitas +1
We introduce DisSim, a discourse-aware sentence splitting framework for English and German whose goal is to transform syntactically complex sentences into an intermediate represent…
MinWikiSplit: A Sentence Splitting Corpus with Minimal Propositions
Christina Niklaus, Andre Freitas, Siegfried Handschuh
We compiled a new sentence splitting corpus that is composed of 203K pairs of aligned complex source and simplified target sentences. Contrary to previously proposed text simplific…
Identifying and Explaining Discriminative Attributes
Armins Stepanjans, André Freitas
Identifying what is at the center of the meaning of a word and what discriminates it from other words is a fundamental natural language inference task. This paper describes an expl…
On the Semantic Interpretability of Artificial Intelligence Models
Vivian S. Silva, André Freitas, Siegfried Handschuh
Artificial Intelligence models are becoming increasingly more powerful and accurate, supporting or even replacing humans' decision making. But with increased power and accuracy als…
Transforming Complex Sentences into a Semantic Hierarchy
Christina Niklaus, Matthias Cetto, Andre Freitas +1
We present an approach for recursively splitting and rephrasing complex English sentences into a novel semantic hierarchy of simplified sentences, with each of them presenting a mo…