This looks More Like that: Enhancing Self-Explaining Models by Prototypical Relevance Propagation

More Like This: Query Recommendations for SQL

Enhancing Relevance Models with Adaptive Passage Retrieval

Passage retrieval and pseudo relevance feedback/query expansion have been reported as two effective means for improving document retrieval in literature. Relevance models, while improving retrieval in most cases, hurts performance on some heterogeneous collections. Previous research has shown that combining passage-level evidence with pseudo relevance feedback brings added benefits. In this pap...

Looks like multiple sclero

Positive ANAs are found in ordinary people A fairly standard definition of an abnormal ANA titre is 1 : 40, which has a prevalence in normal people of between 5 and 35%, usually higher in women. Of course, the prevalence of antibody positivity changes as the cursor shifts: 32% of normal adults were positive at 1 : 40 in one study, 13% at 1 : 80, 5% at 1 : 160 and only 3% at 1 : 320 (Craig et al...

Development: Facial Makeup Enhancing Our Looks

A recent study in mice deciphers the complex genetic regulatory network underlying the morphogenesis of the face. The enhancer landscape underlying craniofacial development provides multiple entry points to understand what makes up the face, in natural variation or pathological conditions.

Explaining Flow-Based Propagation

Lazy clause generation is a powerful approach to reducing search in constraint programming. For use in a lazy clause generation solver, global constraints must be extended to explain themselves. In this paper we present two new generic flow-based propagators (for hard and soft flow-based constraints) with several novel features, and most importantly, the addition of explanation capability. We d...