Search Results for author: Anna Glazkova

Found 11 papers, 7 papers with code

Cross-Domain Robustness of Transformer-based Keyphrase Generation

no code implementations17 Dec 2023 Anna Glazkova, Dmitry Morozov

In our experiments, abstractive text summarization models fine-tuned for keyphrase generation show quite high results for a target text corpus.

Abstractive Text Summarization Keyphrase Extraction +3

tmn at SemEval-2023 Task 9: Multilingual Tweet Intimacy Detection using XLM-T, Google Translate, and Ensemble Learning

1 code implementation8 Apr 2023 Anna Glazkova

Our solution ranked 4th on the leaderboard while achieving an overall Pearson's r of 0. 599 over the test set.

Ensemble Learning

Detecting Generated Scientific Papers using an Ensemble of Transformer Models

1 code implementation sdp (COLING) 2022 Anna Glazkova, Maksim Glazkov

The paper describes neural models developed for the DAGPap22 shared task hosted at the Third Workshop on Scholarly Document Processing.

Applying Transformer-based Text Summarization for Keyphrase Generation

no code implementations8 Sep 2022 Anna Glazkova, Dmitry Morozov

In this paper, we experiment with popular transformer-based models for abstractive text summarization using four benchmark datasets for keyphrase extraction.

Abstractive Text Summarization Keyphrase Extraction +1

Fine-tuning of Pre-trained Transformers for Hate, Offensive, and Profane Content Detection in English and Marathi

1 code implementation25 Oct 2021 Anna Glazkova, Michael Kadantsev, Maksim Glazkov

Our team called neuro-utmn-thales participated in two tasks on binary and fine-grained classification of English tweets that contain hate, offensive, and profane content (English Subtasks A & B) and one task on identification of problematic content in Marathi (Marathi Subtask A).

Hate Speech Detection Sentence +2

g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection

1 code implementation22 Dec 2020 Anna Glazkova, Maksim Glazkov, Timofey Trifonov

In this paper, we present our results at the Constraint@AAAI2021 Shared Task: COVID-19 Fake News Detection in English.

Fake News Detection

A Comparative Study of Feature Types for Age-Based Text Classification

1 code implementation24 Sep 2020 Anna Glazkova, Yury Egorov, Maksim Glazkov

The ability to automatically determine the age audience of a novel provides many opportunities for the development of information retrieval tools.

General Classification Information Retrieval +4

A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification

no code implementations11 Aug 2020 Anna Glazkova

In the paper, the authors compared the basic SMOTE method with its two modifications (Borderline SMOTE and ADASYN) and random oversampling technique on the example of one of text classification tasks.

General Classification Multi Class Text Classification +3

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