5 papers
lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation
Alexey Tikhonov, Alexey Ivanov
Humor generation remains difficult not only because producing fluent, novel jokes is hard, but because "funny" is audience-dependent and supervision is noisy -- preferences vary wi…
PLUGH: A Benchmark for Spatial Understanding and Reasoning in Large Language Models
Alexey Tikhonov
We present PLUGH (https://www.urbandictionary.com/define.php?term=plugh), a modern benchmark that currently consists of 5 tasks, each with 125 input texts extracted from 48 differe…
Machine Apophenia: The Kaleidoscopic Generation of Architectural Images
Alexey Tikhonov, Dmitry Sinyavin
This study investigates the application of generative artificial intelligence in architectural design. We present a novel methodology that combines multiple neural networks to crea…
Branching Narratives: Character Decision Points Detection
Alexey Tikhonov
This paper presents the Character Decision Points Detection (CHADPOD) task, a task of identification of points within narratives where characters make decisions that may significan…
Humor Mechanics: Advancing Humor Generation with Multistep Reasoning
Alexey Tikhonov, Pavel Shtykovskiy
In this paper, we explore the generation of one-liner jokes through multi-step reasoning. Our work involved reconstructing the process behind creating humorous one-liners and devel…