NLPExplorer

Artem Shelmanov

Number of Papers:- 22

Number of Citations:- 0

First ACL Paper:- 2019

Latest ACL Paper:- 2024

Venues:-

NAACL

L

P

s

EMNLP

-

Findings

RANLP

SemEval

E

C

M

LREC

g

A

d

WS

ACL

EACL

i

IJCNLP

AACL

N

F

n

Co-Authors:-

Aleksandr Rubashevskii

Alexander Nesterov

Alexander Panchenko

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SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SemEval

Yuxia Wang | Jonibek Mansurov | Petar Ivanov | Jinyan Su | Artem Shelmanov | Akim Tsvigun | Osama Mohammed Afzal | Tarek Mahmoud | Giovanni Puccetti | Thomas Arnold |

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection EACL

Yuxia Wang | Jonibek Mansurov | Petar Ivanov | Jinyan Su | Artem Shelmanov | Akim Tsvigun | Chenxi Whitehouse | Osama Mohammed Afzal | Tarek Mahmoud | Toru Sasaki | Thomas Arnold | Alham Fikri Aji | Nizar Habash | Iryna Gurevych | Preslav Nakov |

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL

Yuxia Wang | Jonibek Mansurov | Petar Ivanov | Jinyan Su | Artem Shelmanov | Akim Tsvigun | Osama Mohammed Afzal | Tarek Mahmoud | Giovanni Puccetti | Thomas Arnold | Alham Aji | Nizar Habash | Iryna Gurevych | Preslav Nakov |

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification F i n d i n g s - A C L

Ekaterina Fadeeva | Aleksandr Rubashevskii | Artem Shelmanov | Sergey Petrakov | Haonan Li | Hamdy Mubarak | Evgenii Tsymbalov | Gleb Kuzmin | Alexander Panchenko | Timothy Baldwin | Preslav Nakov | Maxim Panov |

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP

Mervat Abassy | Kareem Elozeiri | Alexander Aziz | Minh Ngoc Ta | Raj Vardhan Tomar | Bimarsha Adhikari | Saad El Dine Ahmed | Yuxia Wang | Osama Mohammed Afzal | Zhuohan Xie | Jonibek Mansurov | Ekaterina Artemova | Vladislav Mikhailov | Rui Xing | Jiahui Geng | Hasan Iqbal | Zain Muhammad Mujahid | Tarek Mahmoud | Akim Tsvigun | Alham Fikri Aji | Artem Shelmanov | Nizar Habash | Iryna Gurevych | Preslav Nakov |

LM-Polygraph: Uncertainty Estimation for Language Models EMNLP

Ekaterina Fadeeva | Roman Vashurin | Akim Tsvigun | Artem Vazhentsev | Sergey Petrakov | Kirill Fedyanin | Daniil Vasilev | Elizaveta Goncharova | Alexander Panchenko | Maxim Panov | Timothy Baldwin | Artem Shelmanov |

Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? IJCNLP AACL

Gleb Kuzmin | Artem Vazhentsev | Artem Shelmanov | Xudong Han | Simon Suster | Maxim Panov | Alexander Panchenko | Timothy Baldwin |

Efficient Out-of-Domain Detection for Sequence to Sequence Models F i n d i n g s - A C L

Artem Vazhentsev | Akim Tsvigun | Roman Vashurin | Sergey Petrakov | Daniil Vasilev | Maxim Panov | Alexander Panchenko | Artem Shelmanov |

Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks ACL

Artem Vazhentsev | Gleb Kuzmin | Akim Tsvigun | Alexander Panchenko | Maxim Panov | Mikhail Burtsev | Artem Shelmanov |

RuCCoN: Clinical Concept Normalization in Russian ACL Findings

Alexandr Nesterov | Galina Zubkova | Zulfat Miftahutdinov | Vladimir Kokh | Elena Tutubalina | Artem Shelmanov | Anton Alekseev | Manvel Avetisian | Andrey Chertok | Sergey Nikolenko |

Uncertainty Estimation of Transformer Predictions for Misclassification Detection ACL

Artem Vazhentsev | Gleb Kuzmin | Artem Shelmanov | Akim Tsvigun | Evgenii Tsymbalov | Kirill Fedyanin | Maxim Panov | Alexander Panchenko | Gleb Gusev | Mikhail Burtsev | Manvel Avetisian | Leonid Zhukov |

Towards Computationally Feasible Deep Active Learning Findings NAACL

Akim Tsvigun | Artem Shelmanov | Gleb Kuzmin | Leonid Sanochkin | Daniil Larionov | Gleb Gusev | Manvel Avetisian | Leonid Zhukov |

Entity Linking over Nested Named Entities for Russian LREC

Natalia Loukachevitch | Pavel Braslavski | Vladimir Ivanov | Tatiana Batura | Suresh Manandhar | Artem Shelmanov | Elena Tutubalina |

Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking LREC

Anton Alekseev | Zulfat Miftahutdinov | Elena Tutubalina | Artem Shelmanov | Vladimir Ivanov | Vladimir Kokh | Alexander Nesterov | Manvel Avetisian | Andrei Chertok | Sergey Nikolenko |

Active Learning for Abstractive Text Summarization F i n d i n g s - E M N L P

Akim Tsvigun | Ivan Lysenko | Danila Sedashov | Ivan Lazichny | Eldar Damirov | Vladimir Karlov | Artemy Belousov | Leonid Sanochkin | Maxim Panov | Alexander Panchenko | Mikhail Burtsev | Artem Shelmanov |

Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL

Artem Shelmanov | Dmitri Puzyrev | Lyubov Kupriyanova | Denis Belyakov | Daniil Larionov | Nikita Khromov | Olga Kozlova | Ekaterina Artemova | Dmitry V. Dylov | Alexander Panchenko |

How Certain is Your Transformer? EACL

Artem Shelmanov | Evgenii Tsymbalov | Dmitri Puzyrev | Kirill Fedyanin | Alexander Panchenko | Maxim Panov |

NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP

Nikolay Arefyev | Dmitrii Kharchev | Artem Shelmanov |

Word Sense Disambiguation for 158 Languages using Word Embeddings Only LREC

Varvara Logacheva | Denis Teslenko | Artem Shelmanov | Steffen Remus | Dmitry Ustalov | Andrey Kutuzov | Ekaterina Artemova | Chris Biemann | Simone Paolo Ponzetto | Alexander Panchenko |

Towards the Data-driven System for Rhetorical Parsing of Russian Texts NAACL WS

Artem Shelmanov | Dina Pisarevskaya | Elena Chistova | Svetlana Toldova | Maria Kobozeva | Ivan Smirnov |

A Dataset for Noun Compositionality Detection for a Slavic Language ACL WS

Dmitry Puzyrev | Artem Shelmanov | Alexander Panchenko | Ekaterina Artemova |

Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates RANLP

Daniil Larionov | Artem Shelmanov | Elena Chistova | Ivan Smirnov |

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