23 citations · 56 across the 18 of their papers we have counts for
4 papers · 1 filter
Interlock-Free Multi-Aspect Rationalization for Text Classification
Shuangqi Li, Diego Antognini, Boi Faltings
Explanation is important for text classification tasks. One prevalent type of explanation is rationales, which are text snippets of input text that suffice to yield the prediction…
Textual Explanations and Critiques in Recommendation Systems
Diego Antognini
Artificial intelligence and machine learning algorithms have become ubiquitous. Although they offer a wide range of benefits, their adoption in decision-critical fields is limited…
Assistive Recipe Editing through Critiquing
Diego Antognini, Shuyang Li, Boi Faltings +1
There has recently been growing interest in the automatic generation of cooking recipes that satisfy some form of dietary restrictions, thanks in part to the availability of online…
Positive and Negative Critiquing for VAE-based Recommenders
Diego Antognini, Boi Faltings
Providing explanations for recommended items allows users to refine the recommendations by critiquing parts of the explanations. As a result of revisiting critiquing from the persp…