Alexander Panchenko

Orcid: 0000-0001-6097-6118

Affiliations:
  • TU Darmstadt, Germany


According to our database1, Alexander Panchenko authored at least 145 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Sematic Tasks.
CoRR, 2024

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification.
CoRR, 2024

MERA: A Comprehensive LLM Evaluation in Russian.
CoRR, 2024

Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification - Extended Abstract.
Proceedings of the Advances in Information Retrieval, 2024

2023
Multiverse: Multilingual Evidence for Fake News Detection.
J. Imaging, 2023

On Isotropy of Multimodal Embeddings.
Inf., 2023

Energy-efficient flocking in multi-agent systems.
CoRR, 2023

Efficient GPT Model Pre-training using Tensor Train Matrix Representation.
CoRR, 2023

Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval.
CoRR, 2023

Semantically-Informed Regressive Encoder Score.
Proceedings of the Eighth Conference on Machine Translation, 2023

Detecting Text Formality: A Study of Text Classification Approaches.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Large Language Models Meet Knowledge Graphs to Answer Factoid Questions.
Proceedings of the 37th Pacific Asia Conference on Language, 2023

A Computational Study of Matrix Decomposition Methods for Compression of Pre-trained Transformers.
Proceedings of the 37th Pacific Asia Conference on Language, 2023

Efficient GPT Model Pre-training using Tensor Train Matrix Representation.
Proceedings of the 37th Pacific Asia Conference on Language, 2023

Don't Lose the Message While Paraphrasing: A Study on Content Preserving Style Transfer.
Proceedings of the Natural Language Processing and Information Systems, 2023

Answer Candidate Type Selection: Text-To-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs.
Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), 2023

Error syntax aware augmentation of feedback comment generation dataset.
Proceedings of the 16th International Natural Language Generation Conference, 2023

Predicting Terms in IS-A Relations with Pre-trained Transformers.
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability?
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification.
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation.
Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023

Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

LM-Polygraph: Uncertainty Estimation for Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unsupervised Ultra-Fine Entity Typing with Distributionally Induced Word Senses.
Proceedings of the Analysis of Images, Social Networks and Texts, 2023

Transformers Compression: A Study of Matrix Decomposition Methods Using Fisher Information.
Proceedings of the Analysis of Images, Social Networks and Texts, 2023

Leveraging Taxonomic Information from Large Language Models for Hyponymy Prediction.
Proceedings of the Analysis of Images, Social Networks and Texts, 2023

Efficient Out-of-Domain Detection for Sequence to Sequence Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A System for Answering Simple Questions in Multiple Languages.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022
Neural entity linking: A survey of models based on deep learning.
Semantic Web, 2022

Taxonomy enrichment with text and graph vector representations.
Semantic Web, 2022

RuArg-2022: Argument Mining Evaluation.
CoRR, 2022

Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models.
CoRR, 2022

MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering.
CoRR, 2022

Detecting Text Formality: A Study of Text Classification Approaches.
CoRR, 2022

Beyond Plain Toxic: Detection of Inappropriate Statements on Flammable Topics for the Russian Language.
CoRR, 2022

SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Studying the Role of Named Entities for Content Preservation in Text Style Transfer.
Proceedings of the Natural Language Processing and Information Systems, 2022

RuPAWS: A Russian Adversarial Dataset for Paraphrase Identification.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Active Learning for Abstractive Text Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Overview of Touché 2022: Argument Retrieval - Extended Abstract.
Proceedings of the Advances in Information Retrieval, 2022

Retrieving Comparative Arguments using Deep Language Models.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Overview of Touché 2022: Argument Retrieval.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

Uncertainty Estimation of Transformer Predictions for Misclassification Detection.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

ParaDetox: Detoxification with Parallel Data.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

A large-scale computational study of content preservation measures for text style transfer and paraphrase generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

2021
Methods for Detoxification of Texts for the Russian Language.
Multimodal Technol. Interact., 2021

Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company's Reputation.
CoRR, 2021

Evaluation of Taxonomy Enrichment on Diachronic WordNet Versions.
Proceedings of the 11th Global Wordnet Conference, 2021

SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Text Detoxification using Large Pre-trained Neural Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Overview of Touché 2021: Argument Retrieval - Extended Abstract.
Proceedings of the Advances in Information Retrieval, 2021

How Certain is Your Transformer?
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Which is Better for Deep Learning: Python or MATLAB? Answering Comparative Questions in Natural Language.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Crowdsourcing of Parallel Corpora: the Case of Style Transfer for Detoxification.
Proceedings of the 2nd Crowd Science Workshop: Trust, 2021

Retrieving Comparative Arguments using Ensemble Methods and BERT.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of Touché 2021: Argument Retrieval.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Cross-lingual Evidence Improves Monolingual Fake News Detection.
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

2020
Analysis of the Mathematical Model of Open Coaxial Measuring Microwave Converters.
Mob. Networks Appl., 2020

Answering Comparative Questions with Arguments.
Datenbank-Spektrum, 2020

A Comparative Study of Lexical Substitution Approaches based on Neural Language Models.
CoRR, 2020

RUSSE'2020: Findings of the First Taxonomy Enrichment Task for the Russian language.
CoRR, 2020

Comparative Web Search Questions.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Word Sense Disambiguation for 158 Languages using Word Embeddings Only.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Touché: First Shared Task on Argument Retrieval.
Proceedings of the Advances in Information Retrieval, 2020

Fake News Detection using Multilingual Evidence.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

Studying Taxonomy Enrichment on Diachronic WordNet Versions.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Retrieving Comparative Arguments using Deep Pre-trained Language Models and NLU.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of Touché 2020: Argument Retrieval.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of Touché 2020: Argument Retrieval - Extended Abstract.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models.
Proceedings of the Analysis of Images, Social Networks and Texts, 2020

2019
Efficient estimation of a Gromov-Hausdorff distance between unweighted graphs.
CoRR, 2019

Watset.
Comput. Linguistics, 2019

Learning Graph Embeddings from WordNet-based Similarity Measures.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Combining Lexical Substitutes in Neural Word Sense Induction.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Answering Comparative Questions: Better than Ten-Blue-Links?
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

Active Learning with Deep Pre-trained Models for Sequence Tagging of Clinical and Biomedical Texts.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Categorizing Comparative Sentences.
Proceedings of the 6th Workshop on Argument Mining, ArgMining@ACL 2019, Florence, Italy, 2019

Noun Compositionality Detection Using Distributional Semantics for the Russian Language.
Proceedings of the Analysis of Images, Social Networks and Texts, 2019

Improving Neural Entity Disambiguation with Graph Embeddings.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Making Fast Graph-based Algorithms with Graph Metric Embeddings.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

TARGER: Neural Argument Mining at Your Fingertips.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

A Dataset for Noun Compositionality Detection for a Slavic Language.
Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing, 2019

2018
A framework for enriching lexical semantic resources with distributional semantics.
Nat. Lang. Eng., 2018

Categorization of Comparative Sentences for Argument Mining.
CoRR, 2018

Sentiment Index of the Russian Speaking Facebook.
CoRR, 2018

Local-Global Graph Clustering with Applications in Sense and Frame Induction.
CoRR, 2018

Learning Graph Embeddings from WordNet-based Similarity Measures.
CoRR, 2018

How much does a word weigh? Weighting word embeddings for word sense induction.
CoRR, 2018

Neologisms on Facebook.
CoRR, 2018

RUSSE: The First Workshop on Russian Semantic Similarity.
CoRR, 2018

RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language.
CoRR, 2018

Webis at TREC 2018: Common Core Track.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Improving Hypernymy Extraction with Distributional Semantic Classes.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Enriching Frame Representations with Distributionally Induced Senses.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Unsupervised Sense-Aware Hypernymy Extraction.
Proceedings of the 14th Conference on Natural Language Processing, 2018

Unsupervised Semantic Frame Induction using Triclustering.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Fighting with the Sparsity of Synonymy Dictionaries.
CoRR, 2017

Watset: Automatic Induction of Synsets from a Graph of Synonyms.
CoRR, 2017

Entity-Centric Information Access with Human in the Loop for the Biomedical Domain.
Proceedings of the Biomedical NLP Workshop associated with RANLP 2017, Varna, 2017

Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Fighting with the Sparsity of Synonymy Dictionaries for Automatic Synset Induction.
Proceedings of the Analysis of Images, Social Networks and Texts, 2017

Automatic Induction of Synsets from a Graph of Synonyms.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Pairwise Force Smoothed Particle Hydrodynamics model for multiphase flow: Surface tension and contact line dynamics.
J. Comput. Phys., 2016

Linked Disambiguated Distributional Semantic Networks.
Proceedings of the Semantic Web - ISWC 2016, 2016

TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Making Sense of Word Embeddings.
Proceedings of the 1st Workshop on Representation Learning for NLP, 2016

Best of Both Worlds: Making Word Sense Embeddings Interpretable.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Noun Sense Induction and Disambiguation using Graph-Based Distributional Semantics.
Proceedings of the 13th Conference on Natural Language Processing, 2016

Human and Machine Judgements for Russian Semantic Relatedness.
Proceedings of the Analysis of Images, Social Networks and Texts, 2016

new/s/leak - Information Extraction and Visualization for Investigative Data Journalists.
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

2015
Particle-based simulations of self-motile suspensions.
Comput. Phys. Commun., 2015

Large-Scale Parallel Matching of Social Network Profiles.
Proceedings of the Analysis of Images, Social Networks and Texts, 2015

2014
Discrete Models of Fluids: Spatial Averaging, Closure, and Model Reduction.
SIAM J. Appl. Math., 2014

An Effective Model for Nematic Liquid Crystal Composites with Ferromagnetic Inclusions.
SIAM J. Appl. Math., 2014

Detecting Gender by Full Name: Experiments with the Russian Language.
Proceedings of the Analysis of Images, Social Networks and Texts, 2014

2013
A Graph-Based Approach to Skill Extraction from Text.
Proceedings of TextGraphs@EMNLP 2013: the 8th Workshop on Graph-based Methods for Natural Language Processing, 2013

Search and Visualization of Semantically Related Words (Recherche et visualisation de mots sémantiquement liés) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2013

Serelex: Search and Visualization of Semantically Related Words.
Proceedings of the Advances in Information Retrieval, 2013

Towards Detection of Child Sexual Abuse Media: Categorization of the Associated Filenames.
Proceedings of the Advances in Information Retrieval, 2013

2012
A Study of Heterogeneous Similarity Measures for Semantic Relation Extraction.
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

A semantic similarity measure based on lexico-syntactic patterns.
Proceedings of the 11th Conference on Natural Language Processing, 2012

2011
Dimension reduction method for ODE fluid models.
J. Comput. Phys., 2011

Comparison of the Baseline Knowledge-, Corpus-, and Web-based Similarity Measures for Semantic Relations Extraction.
Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics, 2011

2008
A network model of geometrically constrained deformations of granular materials.
Networks Heterog. Media, 2008

2007
Homogenizing the time-harmonic acoustics of bone: The monophasic case.
Math. Comput. Model., 2007

2006
Young Measures and Order-Disorder Transition in Stationary Flow of Liquid Crystals.
SIAM J. Math. Anal., 2006

2005
Network Approximation for Effective Viscosity of Concentrated Suspensions with Complex Geometry.
SIAM J. Math. Anal., 2005


  Loading...