Search Results for author: Marija Sakota

Found 3 papers, 2 papers with code

Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction

1 code implementation7 Mar 2023 Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West

This work shows that useful data can be synthetically generated even for tasks that cannot be solved directly by LLMs: for problems with structured outputs, it is possible to prompt an LLM to perform the task in the reverse direction, by generating plausible input text for a target output structure.

Synthetic Data Generation

Descartes: Generating Short Descriptions of Wikipedia Articles

1 code implementation20 May 2022 Marija Sakota, Maxime Peyrard, Robert West

Wikipedia is one of the richest knowledge sources on the Web today.

Putting Ridesharing to the Test: Efficient and Scalable Solutions and the Power of Dynamic Vehicle Relocation

no code implementations17 Dec 2019 Panayiotis Danassis, Marija Sakota, Aris Filos-Ratsikas, Boi Faltings

We study the optimization of large-scale, real-time ridesharing systems and propose a modular design methodology, Component Algorithms for Ridesharing (CAR).

Cannot find the paper you are looking for? You can Submit a new open access paper.