3 papers
cs.LG2024
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization
Mikhail Persiianov, Arip Asadulaev, Nikita Andreev +5
Learning conditional distributions is a central problem in machine learning, which is typically approached via supervised methods with paired data .…
cs.CL2024
Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers
Nikita Andreev, Alexander Shirnin, Vladislav Mikhailov +1
This paper presents Papilusion, an AI-generated scientific text detector developed within the DAGPap24 shared task on detecting automatically generated scientific papers. We propos…
cs.CL2024
AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4
Alexander Shirnin, Nikita Andreev, Vladislav Mikhailov +1
This paper describes AIpom, a system designed to detect a boundary between human-written and machine-generated text (SemEval-2024 Task 8, Subtask C: Human-Machine Mixed Text Detect…