501 citations · 1k across the 33 of their papers we have counts for
38 papers
New Bounds on the Competitive Ratio of Longest Queue Drop: 1.46929591 <= CR(LQD) <= 1.683652
Alex Davydow, Sergey Nikolenko
We study the competitive ratio of Longest Queue Drop (LQD), the canonical buffer management policy for shared memory switches, for which the previously published bounds were CR(LQD…
Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising
Qi Yang, Marlo Ongpin, Sergey Nikolenko +2
The opaqueness of modern digital advertising, exemplified by platforms such as Meta Ads, raises concerns regarding their autonomous control over audience targeting, pricing structu…
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout +2
Grammatical error correction (GEC) is an important NLP task that is currently usually solved with autoregressive sequence-to-sequence models. However, approaches of this class are…
Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval
Konstantin Yakovlev, Gregory Polyakov, Ilseyar Alimova +4
A recent trend in multimodal retrieval is related to postprocessing test set results via the dual-softmax loss (DSL). While this approach can bring significant improvements, it usu…
AI-generated text boundary detection with RoFT
Laida Kushnareva, Tatiana Gaintseva, German Magai +6
Due to the rapid development of large language models, people increasingly often encounter texts that may start as written by a human but continue as machine-generated. Detecting t…
Benchmarking Multilabel Topic Classification in the Kyrgyz Language
Anton Alekseev, Sergey I. Nikolenko, Gulnara Kabaeva
Kyrgyz is a very underrepresented language in terms of modern natural language processing resources. In this work, we present a new public benchmark for topic classification in Kyr…