77 citations · 140 across the 4 of their papers we have counts for
5 papers
From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds
Benjamin Doerr, Zhongdi Qu
Due to the more complicated population dynamics of the NSGA-II, none of the existing runtime guarantees for this algorithm is accompanied by a non-trivial lower bound. Via a first…
Runtime Analysis for the NSGA-II: Provable Speed-Ups From Crossover
Benjamin Doerr, Zhongdi Qu
Very recently, the first mathematical runtime analyses for the NSGA-II, the most common multi-objective evolutionary algorithm, have been conducted. Continuing this research direct…
A First Runtime Analysis of the NSGA-II on a Multimodal Problem
Benjamin Doerr, Zhongdi Qu
Very recently, the first mathematical runtime analyses of the multi-objective evolutionary optimizer NSGA-II have been conducted. We continue this line of research with a first run…
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data
Massimo Nicosia, Zhongdi Qu, Yasemin Altun
While multilingual pretrained language models (LMs) fine-tuned on a single language have shown substantial cross-lingual task transfer capabilities, there is still a wide performan…
From Audio to Semantics: Approaches to end-to-end spoken language understanding
Parisa Haghani, Arun Narayanan, Michiel Bacchiani +6
Conventional spoken language understanding systems consist of two main components: an automatic speech recognition module that converts audio to a transcript, and a natural languag…