← Search

Anton Alekseev

3 accepted papers

2022

DetIE: Multilingual Open Information Extraction Inspired by Object Detection

AAAI 2022technical

State of the art neural methods for open information extraction (OpenIE) usually extract triplets (or tuples) iteratively in an autoregressive or predicate-based manner in order not to produce duplicates. In this work, we propose a different approach to the problem that can be equally or more succes…

2022

RuCCoN: Clinical Concept Normalization in Russian

ACL 2022findings

We present RuCCoN, a new dataset for clinical concept normalization in Russian manually annotated by medical professionals. It contains over 16,028 entity mentions manually linked to over 2,409 unique concepts from the Russian language part of the UMLS ontology. We provide train/test splits for diff…

2020

Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements

COLING 2020main

Understanding image advertisements is a challenging task, often requiring non-literal interpretation. We argue that standard image-based predictions are insufficient for symbolism prediction. Following the intuition that texts and images are complementary in advertising, we introduce a multimodal en…