Alexander Panchenko

285 papers A* 5A 5B 12C 6Misc 20Journal 121Unranked 105

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure. EACL (Student Research Workshop) Dmitrii Topchii, Alexander Panchenko, Viktoria Chekalina
2026	—	`ed.`	Analysis of Images, Social Networks and Texts - 12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024, Revised Selected Papers AIST (Supplement) Alexander Panchenko, Dmitry Gubanov, Michael Yu. Khachay, Andrey Kutuzov, Natalia V. Loukachevitch, Andrey Kuznetsov, Irina Nikishina, Maxim Panov, Panos M. Pardalos, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, Aida Kasieva, Dmitry I. Ignatov
2026	J	`jnl`	Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning. CoRR Borisiuk Anna, Andrey V. Savchenko, Alexander Panchenko, Elena Tutubalina
2026	J	`jnl`	Beyond Detection: Rethinking Education in the Age of AI-writing. CoRR Maria Marina, Alexander Panchenko, Vasily Konovalov
2026	J	`jnl`	Breaking the Chain: A Causal Analysis of LLM Faithfulness to Intermediate Structures. CoRR Oleg Somov, Mikhail Chaichuk, Mikhail Seleznyov, Alexander Panchenko, Elena Tutubalina
2026	—	`conf`	Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation. EACL (Student Research Workshop) Julia Belikova, Danila Rozhevskii, Dennis Svirin, Konstantin Polev, Alexander Panchenko
2026	J	`jnl`	Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation. CoRR Julia Belikova, Danila Rozhevskii, Dennis Svirin, Konstantin Polev, Alexander Panchenko
2026	J	`jnl`	DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis. CoRR Lung-Hao Lee, Liang-Chih Yu, Natalia Loukashevich, Ilseyar Alimova, Alexander Panchenko, Tzu-Mi Lin, Zhe-Yu Xu, Jian-Yu Zhou, Guangmin Zheng, Jin Wang, Sharanya Awasthi, Jonas Becker, Jan Philip Wahle, Terry Ruas, Shamsuddeen Hassan Muhammad, Saif M. Mohammad
2026	J	`jnl`	Leveraging LLM Parametric Knowledge for Fact Checking without Retrieval. CoRR Artem Vazhentsev, Maria Marina, Daniil Moskovskiy, Sergey Pletenev, Mikhail Seleznyov, Mikhail Salnikov, Elena Tutubalina, Vasily Konovalov, Irina Nikishina, Alexander Panchenko, Viktor Moskvoretskii
2026	—	`conf`	Multimodal Evaluation of Russian-language Architectures. EACL (Volume 1: Long Papers) Artem Chervyakov, Ulyana Isaeva, Anton A. Emelyanov, Artem Safin, Maria Tikhonova, Alexander Kharitonov, Yulia Lyakh, Petr Surovtsev, Denis Shevelev, Vildan Saburov, Vasily Konovalov, Elisei Rykov, Ivan Sviridov, Amina Miftakhova, Ilseyar Alimova, Alexander Panchenko, Alexander Kapitanov, Alena Fenogenova
2026	J	`jnl`	S 3 : A simple strong sample-effective multimodal dialog system. Data Knowl. Eng. Elisei Rykov, Alexander Panchenko
2025	—	`conf`	Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home. ACL (1) Viktor Moskvoretskii, Maria Marina, Mikhail Salnikov, Nikolay Ivanov, Sergey Pletenev, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Irina Nikishina, Alexander Panchenko
2025	J	`jnl`	Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home. CoRR Viktor Moskvoretskii, Maria Lysyuk, Mikhail Salnikov, Nikolay Ivanov, Sergey Pletenev, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Irina Nikishina, Alexander Panchenko
2025	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024, Revised Selected Papers AIST Alexander Panchenko, Dmitry A. Gubanov, Mikhail Yu. Khachay, Andrey Kutuzov, Natalia V. Loukachevitch, Andrey Kuznetsov, Irina Nikishina, Maxim Panov, Panos M. Pardalos, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, Aida Kasieva, Dmitry I. Ignatov
2025	—	`conf`	BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. ACL (1) Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino D. M. A. Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufiño Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Alexander Panchenko, Andrew Piper, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad
2025	J	`jnl`	BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. CoRR Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino Dário Mário António Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufiño Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Andrew Piper, Alexander Panchenko, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad
2025	J	`jnl`	Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. Trans. Assoc. Comput. Linguistics Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, Lyudmila Rvanova, Daniil Vasilev, Akim Tsvigun, Sergey Petrakov, Rui Xing, Abdelrahman Boda Sadallah, Kirill Grishchenkov, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov, Artem Shelmanov
2025	J	`jnl`	Do I look like a 'cat.n.01' to you? A Taxonomy Image Generation Benchmark. CoRR Viktor Moskvoretskii, Alina Lobanova, Ekaterina Neminova, Chris Biemann, Alexander Panchenko, Irina Nikishina
2025	J	`jnl`	Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts. CoRR Elisei Rykov, Kseniia Petrushina, Kseniia Titova, Alexander Panchenko, Vasily Konovalov
2025	J	`jnl`	Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs. CoRR Nikita Afonin, Nikita Andriyanov, Nikhil Bageshpura, Kyle Liu, Kevin Zhu, Sunishchal Dev, Ashwinee Panda, Alexander Panchenko, Oleg Rogov, Elena Tutubalina, Mikhail Seleznyov
2025	J	`jnl`	Evaluating Text Style Transfer: A Nine-Language Benchmark for Text Detoxification. CoRR Vitaly Protasov, Nikolay Babakov, Daryna Dementieva, Alexander Panchenko
2025	J	`jnl`	Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models. CoRR Mikhail Salnikov, Dmitrii Korzh, Ivan Lazichny, Elvir Karimov, Artyom Iudin, Ivan V. Oseledets, Oleg Y. Rogov, Natalia V. Loukachevitch, Alexander Panchenko, Elena Tutubalina
2025	—	`conf`	HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation. ACL (Findings) Naquee Rizwan, Seid Muhie Yimam, Daryna Dementieva, Florian Skupin, Tim Fischer, Daniil Moskovskiy, Aarushi Ajay Borkar, Robert Geislinger, Punyajoy Saha, Sarthak Roy, Martin Semmann, Alexander Panchenko, Chris Biemann, Animesh Mukherjee
2025	J	`jnl`	HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation. CoRR Naquee Rizwan, Seid Muhie Yimam, Daryna Dementieva, Florian Skupin, Tim Fischer, Daniil Moskovskiy, Aarushi Ajay Borkar, Robert Geislinger, Punyajoy Saha, Sarthak Roy, Martin Semmann, Alexander Panchenko, Chris Biemann, Animesh Mukherjee
2025	—	`conf`	How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL (Findings) Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhail Salnikov
2025	J	`jnl`	How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? CoRR Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhail Salnikov
2025	A*	`conf`	LLM-Independent Adaptive RAG: Let the Question Speak for Itself. EMNLP Maria Marina, Nikolay Ivanov, Sergey Pletenev, Mikhail Salnikov, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2025	J	`jnl`	LLM-Independent Adaptive RAG: Let the Question Speak for Itself. CoRR Maria Marina, Nikolay Ivanov, Sergey Pletenev, Mikhail Salnikov, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2025	—	`conf`	Memory Efficient LM Compression Using Fisher Information from Low-Rank Representations. NLDB (1) Daniil Moskovskiy, Sergey Pletenev, Sergey Zagoruyko, Alexander Panchenko
2025	B	`conf`	Multilingual and Explainable Text Detoxification with Parallel Corpora. COLING Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Daniil Alekhseevich Moskovskiy, Elisei Stakovskii, Eran Kaufman, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko
2025	J	`jnl`	Multimodal Evaluation of Russian-language Architectures. CoRR Artem Chervyakov, Ulyana Isaeva, Anton A. Emelyanov, Artem Safin, Maria Tikhonova, Alexander Kharitonov, Yulia Lyakh, Petr Surovtsev, Denis Shevelev, Vildan Saburov, Vasily Konovalov, Elisei Rykov, Ivan Sviridov, Amina Miftakhova, Ilseyar Alimova, Alexander Panchenko, Alexander Kapitanov, Alena Fenogenova
2025	—	`conf`	On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models. COLING Workshops Dmitrii Iarosh, Alexander Panchenko, Mikhail Salnikov
2025	—	`conf`	Overview of PAN 2025: Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism Detection - Extended Abstract. ECIR (5) Janek Bevendorff, Daryna Dementieva, Maik Fröbe, Bela Gipp, André Greiner-Petter, Jussi Karlgren, Maximilian Mayerl, Preslav Nakov, Alexander Panchenko, Martin Potthast, Artem Shelmanov, Efstathios Stamatatos, Benno Stein, Yuxia Wang, Matti Wiegmann, Eva Zangerle
2025	—	`conf`	Overview of PAN 2025: Voight-Kampff Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism Detection. CLEF Janek Bevendorff, Daryna Dementieva, Maik Fröbe, Bela Gipp, André Greiner-Petter, Jussi Karlgren, Maximilian Mayerl, Preslav Nakov, Alexander Panchenko, Martin Potthast, Artem Shelmanov, Efstathios Stamatatos, Benno Stein, Yuxia Wang, Matti Wiegmann, Eva Zangerle
2025	—	`conf`	Overview of the Multilingual Text Detoxification Task at PAN 2025. CLEF (Working Notes) Daryna Dementieva, Vitaly Protasov, Nikolay Babakov, Naquee Rizwan, Ilseyar Alimova, Caroline Brun, Vasily Konovalov, Arianna Muti, Chaya Liebeskind, Marina Litvak, Debora Nozza, Shehryaar Shah Khan, Sotaro Takeshita, Natalia Vanetik, Abinew Ali Ayele, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko
2025	—	`conf`	RAGulator: Effective RAG for Regulatory Question Answering. COLING Workshops Islam Aushev, Egor Kratkov, Evgenii Nikolaev, Andrei Glinskii, Vasilii Krikunov, Alexander Panchenko, Vasily Konovalov, Julia Belikova
2025	—	`conf`	RURAGE: Robust Universal RAG Evaluator for Fast and Affordable QA Performance Testing. ECIR (5) Nikita Krayko, Ivan Sidorov, Fedor Laputin, Alexander Panchenko, Daria Galimzianova, Vasily Konovalov
2025	J	`jnl`	SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection. CoRR Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Seid Muhie Yimam, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Tadesse Destaw Belay, Ibrahim Said Ahmad, Nirmal Surange, Daniela Teodorescu, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino Ali, Vladimir Araujo, Abinew Ali Ayele, Oana Ignat, Alexander Panchenko, Yi Zhou, Saif M. Mohammad
2025	—	`conf`	ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs. NLDB (1) Mikhail Salnikov, Andrey Sakhovskiy, Irina Nikishina, Aida Usmanova, Angelie Kraft, Cedric Möller, Debayan Banerjee, Junbo Huang, Longquan Jiang, Rana Abdullah, Xi Yan, Elena Tutubalina, Ricardo Usbeck, Alexander Panchenko
2025	—	`conf`	SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection. NAACL (Student Research Workshop) Nikita Sushko, Alexander Panchenko, Elena Tutubalina
2025	J	`jnl`	So let's replace this phrase with insult... Lessons learned from generation of toxic texts with LLMs. CoRR Sergey Pletenev, Daniil Moskovskiy, Alexander Panchenko
2025	—	`conf`	SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators. NAACL (Long Papers) Daniil Moskovskiy, Nikita Sushko, Sergey Pletenev, Elena Tutubalina, Alexander Panchenko
2025	J	`jnl`	SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators. CoRR Daniil Moskovskiy, Nikita Sushko, Sergey Pletenev, Elena Tutubalina, Alexander Panchenko
2025	—	`conf`	The Benefits of Query-Based KGQA Systems for Complex and Temporal Questions in LLM Era. NLDB (1) Artem Alekseev, Mikhail Chaichuk, Miron Butko, Alexander Panchenko, Elena Tutubalina, Oleg Somov
2025	J	`jnl`	The benefits of query-based KGQA systems for complex and temporal questions in LLM era. CoRR Artem Alekseev, Mikhail Chaichuk, Miron Butko, Alexander Panchenko, Elena Tutubalina, Oleg Somov
2025	—	`conf`	Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images. NAACL (Student Research Workshop) Elisei Rykov, Kseniia Petrushina, Kseniia Titova, Anton Razzhigaev, Alexander Panchenko, Vasily Konovalov
2025	J	`jnl`	Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images. CoRR Elisei Rykov, Kseniia Petrushina, Kseniia Titova, Anton Razzhigaev, Alexander Panchenko, Vasily Konovalov
2025	—	`conf`	Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models. NAACL (Long Papers) Artem Vazhentsev, Lyudmila Rvanova, Ivan Lazichny, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov
2025	J	`jnl`	Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models. CoRR Artem Vazhentsev, Lyudmila Rvanova, Ivan Lazichny, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov
2025	J	`jnl`	Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs. CoRR Artem Vazhentsev, Lyudmila Rvanova, Gleb Kuzmin, Ekaterina Fadeeva, Ivan Lazichny, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Mrinmaya Sachan, Preslav Nakov, Artem Shelmanov
2025	J	`jnl`	Uncertainty-aware abstention in medical diagnosis based on medical texts. CoRR Artem Vazhentsev, Ivan Sviridov, Alvard Barseghyan, Gleb Kuzmin, Alexander Panchenko, Aleksandr Nesterov, Artem Shelmanov, Maxim Panov
2025	A*	`conf`	Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models. EMNLP Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, Gleb Kuzmin, Ivan Lazichny, Alexander Panchenko, Preslav Nakov, Timothy Baldwin, Maxim Panov, Artem Shelmanov
2025	—	`conf`	When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA. EMNLP (Findings) Elisei Rykov, Kseniia Petrushina, Maksim Savkin, Valerii Olisov, Artem Vazhentsev, Kseniia Titova, Alexander Panchenko, Vasily Konovalov, Julia Belikova
2025	J	`jnl`	When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA. CoRR Elisei Rykov, Kseniia Petrushina, Maksim Savkin, Valerii Olisov, Artem Vazhentsev, Kseniia Titova, Alexander Panchenko, Vasily Konovalov, Julia Belikova
2025	—	`conf`	When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs. EMNLP (Findings) Mikhail Seleznyov, Mikhail Chaichuk, Gleb Ershov, Alexander Panchenko, Elena Tutubalina, Oleg Somov
2025	J	`jnl`	When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs. CoRR Mikhail Seleznyov, Mikhail Chaichuk, Gleb Ershov, Alexander Panchenko, Elena Tutubalina, Oleg Somov
2025	A*	`conf`	Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA. EMNLP Sergey Pletenev, Maria Marina, Nikolay Ivanov, Daria Galimzianova, Nikita Krayko, Mikhail Salnikov, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2025	J	`jnl`	Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA. CoRR Sergey Pletenev, Maria Marina, Nikolay Ivanov, Daria Galimzianova, Nikita Krayko, Mikhail Salnikov, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2024	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30, 2023, Revised Selected Papers AIST Dmitry I. Ignatov, Michael Yu. Khachay, Andrey Kutuzov, Habet Madoyan, Ilya Makarov, Irina Nikishina, Alexander Panchenko, Maxim Panov, Panos M. Pardalos, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, Sergey Zagoruyko
2024	—	`conf`	Are Large Language Models Good at Lexical Semantics? A Case of Taxonomy Learning. LREC/COLING Viktor Moskvoretskii, Alexander Panchenko, Irina Nikishina
2024	J	`jnl`	Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. CoRR Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, Akim Tsvigun, Daniil Vasilev, Rui Xing, Abdelrahman Boda Sadallah, Lyudmila Rvanova, Sergey Petrakov, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov, Artem Shelmanov
2024	J	`jnl`	Beyond plain toxic: building datasets for detection of flammable topics and inappropriate statements. Lang. Resour. Evaluation Nikolay Babakov, Varvara Logacheva, Alexander Panchenko
2024	—	`conf`	CAM 2.0: End-to-End Open Domain Comparative Question Answering System. LREC/COLING Ahmad Shallouf, Hanna Herasimchyk, Mikhail Salnikov, Rudy Alexandro Garrido Veliz, Natia Mestvirishvili, Alexander Panchenko, Chris Biemann, Irina Nikishina
2024	J	`jnl`	Demarked: A Strategy for Enhanced Abusive Speech Moderation through Counterspeech, Detoxification, and Message Management. CoRR Seid Muhie Yimam, Daryna Dementieva, Tim Fischer, Daniil Moskovskiy, Naquee Rizwan, Punyajoy Saha, Sarthak Roy, Martin Semmann, Alexander Panchenko, Chris Biemann, Animesh Mukherjee
2024	J	`jnl`	Efficient estimation of the modified Gromov-Hausdorff distance between unweighted graphs. J. Comb. Optim. Vladyslav Oles, Nathan Lemons, Alexander Panchenko
2024	—	`conf`	Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. ACL (Findings) Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov
2024	J	`jnl`	Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. CoRR Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov
2024	—	`conf`	Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering. NLDB (2) Maria Lysyuk, Mikhail Salnikov, Pavel Braslavski, Alexander Panchenko
2024	J	`jnl`	Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering. CoRR Maria Lysyuk, Mikhail Salnikov, Pavel Braslavski, Alexander Panchenko
2024	—	`conf`	LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification. EMNLP (Findings) Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko
2024	—	`conf`	MERA: A Comprehensive LLM Evaluation in Russian. ACL (1) Alena Fenogenova, Artem Chervyakov, Nikita Martynov, Anastasia Kozlova, Maria Tikhonova, Albina Akhmetgareeva, Anton A. Emelyanov, Denis Shevelev, Pavel Lebedev, Leonid Sinev, Ulyana Isaeva, Katerina Kolomeytseva, Daniil Moskovskiy, Elizaveta Goncharova, Nikita Savushkin, Polina Mikhailova, Anastasia Minaeva, Denis Dimitrov, Alexander Panchenko, Sergey Markov
2024	J	`jnl`	MERA: A Comprehensive LLM Evaluation in Russian. CoRR Alena Fenogenova, Artem Chervyakov, Nikita Martynov, Anastasia Kozlova, Maria Tikhonova, Albina Akhmetgareeva, Anton A. Emelyanov, Denis Shevelev, Pavel Lebedev, Leonid Sinev, Ulyana Isaeva, Katerina Kolomeytseva, Daniil Moskovskiy, Elizaveta Goncharova, Nikita Savushkin, Polina Mikhailova, Denis Dimitrov, Alexander Panchenko, Sergey Markov
2024	—	`conf`	MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages. NAACL (Short Papers) Daryna Dementieva, Nikolay Babakov, Alexander Panchenko
2024	J	`jnl`	MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages. CoRR Daryna Dementieva, Nikolay Babakov, Alexander Panchenko
2024	J	`jnl`	Multilingual and Explainable Text Detoxification with Parallel Corpora. CoRR Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Daniil Moskovskiy, Elisei Stakovskii, Eran Kaufman, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko
2024	—	`conf`	Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification - Extended Abstract. ECIR (6) Janek Bevendorff, Xavier Bonet Casals, Berta Chulvi, Daryna Dementieva, Ashraf Elnagar, Dayne Freitag, Maik Fröbe, Damir Korencic, Maximilian Mayerl, Animesh Mukherjee, Alexander Panchenko, Martin Potthast, Francisco Rangel, Paolo Rosso, Alisa Smirnova, Efstathios Stamatatos, Benno Stein, Mariona Taulé, Dmitry Ustalov, Matti Wiegmann, Eva Zangerle
2024	—	`conf`	Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification Condensed Lab Overview. CLEF (2) Abinew Ali Ayele, Nikolay Babakov, Janek Bevendorff, Xavier Bonet Casals, Berta Chulvi, Daryna Dementieva, Ashaf Elnagar, Dayne Freitag, Maik Fröbe, Damir Korencic, Maximilian Mayerl, Daniil Moskovskiy, Animesh Mukherjee, Alexander Panchenko, Martin Potthast, Francisco Rangel, Naquee Rizwan, Paolo Rosso, Florian Schneider, Alisa Smirnova, Efstathios Stamatatos, Elisei Stakovskii, Benno Stein, Mariona Taulé, Dmitry Ustalov, Xintong Wang, Matti Wiegmann, Seid Muhie Yimam, Eva Zangerle
2024	—	`conf`	Overview of the Multilingual Text Detoxification Task at PAN 2024. CLEF (Working Notes) Daryna Dementieva, Daniil Moskovskiy, Nikolay Babakov, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Dmitry Ustalov, Elisei Stakovskii, Alisa Smirnova, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko
2024	—	`ed.`	Recent Trends in Analysis of Images, Social Networks and Texts - 11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30, Revised Selected Papers AIST (Supplement) Dmitry I. Ignatov, Michael Yu. Khachay, Andrey Kutuzov, Habet Madoyan, Ilya Makarov, Irina Nikishina, Alexander Panchenko, Maxim Panov, Panos M. Pardalos, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, Sergey Zagoruyko
2024	—	`conf`	S NLDB (1) Elisei Rykov, Egor Malkershin, Alexander Panchenko
2024	J	`jnl`	S3: A Simple Strong Sample-effective Multimodal Dialog System. CoRR Elisei Rykov, Egor Malkershin, Alexander Panchenko
2024	—	`conf`	SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection. SemEval@NAACL Elisei Rykov, Yana Shishkina, Kseniia Petrushina, Ksenia Titova, Sergey Petrakov, Alexander Panchenko
2024	J	`jnl`	SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection. CoRR Elisei Rykov, Yana Shishkina, Kseniia Petrushina, Kseniia Titova, Sergey Petrakov, Alexander Panchenko
2024	A*	`conf`	SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers. EMNLP Viktoria Chekalina, Anna Rudenko, Gleb Mezentsev, Aleksandr Mikhalev, Alexander Panchenko, Ivan V. Oseledets
2024	J	`jnl`	SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers. CoRR Viktoria Chekalina, Anna Rudenko, Gleb Mezentsev, Alexander Mikhalev, Alexander Panchenko, Ivan V. Oseledets
2024	—	`conf`	TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks. ACL (1) Viktor Moskvoretskii, Ekaterina Neminova, Alina Lobanova, Alexander Panchenko, Irina Nikishina
2024	J	`jnl`	TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Sematic Tasks. CoRR Viktor Moskvoretskii, Ekaterina Neminova, Alina Lobanova, Alexander Panchenko, Irina Nikishina
2024	J	`jnl`	Text augmentation for semantic frame induction and parsing. Lang. Resour. Evaluation Saba Anwar, Artem Shelmanov, Nikolay Arefyev, Alexander Panchenko, Chris Biemann
2024	J	`jnl`	Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models. CoRR Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, Alexander Panchenko, Preslav Nakov, Timothy Baldwin, Maxim Panov, Artem Shelmanov
2024	A*	`conf`	xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics. EMNLP Daniil Larionov, Mikhail Seleznyov, Vasiliy Viskov, Alexander Panchenko, Steffen Eger
2024	J	`jnl`	xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics. CoRR Daniil Larionov, Mikhail Seleznyov, Vasiliy Viskov, Alexander Panchenko, Steffen Eger
2023	C	`conf`	A Computational Study of Matrix Decomposition Methods for Compression of Pre-trained Transformers. PACLIC Sergey Pletenev, Viktoria Chekalina, Daniil Moskovskiy, Mikhail Seleznev, Sergey Zagoruyko, Alexander Panchenko
2023	—	`conf`	A System for Answering Simple Questions in Multiple Languages. ACL (demo) Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh, Pavel Braslavski, Alexander Panchenko
2023	J	`jnl`	Active Learning for Abstractive Text Summarization. CoRR Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov
2023	—	`conf`	Answer Candidate Type Selection: Text-To-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs. KONVENS Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
2023	J	`jnl`	Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs. CoRR Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
2023	Misc	`conf`	Detecting Text Formality: A Study of Text Classification Approaches. RANLP Daryna Dementieva, Nikolay Babakov, Alexander Panchenko
2023	C	`conf`	Don't Lose the Message While Paraphrasing: A Study on Content Preserving Style Transfer. NLDB Nikolay Babakov, David Dale, Ilya Gusev, Irina Krotova, Alexander Panchenko
2023	J	`jnl`	Don't lose the message while paraphrasing: A study on content preserving style transfer. CoRR Nikolay Babakov, David Dale, Ilya Gusev, Irina Krotova, Alexander Panchenko
2023	C	`conf`	Efficient GPT Model Pre-training using Tensor Train Matrix Representation. PACLIC Viktoria Chekalina, Georgiy Novikov, Julia Gusak, Alexander Panchenko, Ivan V. Oseledets
2023	J	`jnl`	Efficient GPT Model Pre-training using Tensor Train Matrix Representation. CoRR Viktoria Chekalina, Georgii S. Novikov, Julia Gusak, Ivan V. Oseledets, Alexander Panchenko
2023	—	`conf`	Efficient Out-of-Domain Detection for Sequence to Sequence Models. ACL (Findings) Artem Vazhentsev, Akim Tsvigun, Roman Vashurin, Sergey Petrakov, Daniil Vasilev, Maxim Panov, Alexander Panchenko, Artem Shelmanov
2023	J	`jnl`	Energy-efficient flocking in multi-agent systems. CoRR Oleksandr Dykhovychnyi, Alexander Panchenko
2023	—	`conf`	Error syntax aware augmentation of feedback comment generation dataset. INLG (Generation Challenges) Nikolay Babakov, Maria Lysyuk, Alexander Shvets, Lilya Kazakova, Alexander Panchenko
2023	—	`conf`	Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification. IJCNLP (1) Daryna Dementieva, Daniil Moskovskiy, David Dale, Alexander Panchenko
2023	J	`jnl`	Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification. CoRR Daryna Dementieva, Daniil Moskovskiy, David Dale, Alexander Panchenko
2023	—	`conf`	Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks. ACL (1) Artem Vazhentsev, Gleb Kuzmin, Akim Tsvigun, Alexander Panchenko, Maxim Panov, Mikhail Burtsev, Artem Shelmanov
2023	—	`conf`	Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion. EMNLP (Demos) Anton Razzhigaev, Arseniy Shakhmatov, Anastasia Maltseva, Vladimir Arkhipkin, Igor Pavlov, Ilya Ryabov, Angelina Kuts, Alexander Panchenko, Andrey Kuznetsov, Denis Dimitrov
2023	J	`jnl`	Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion. CoRR Anton Razzhigaev, Arseniy Shakhmatov, Anastasia Maltseva, Vladimir Arkhipkin, Igor Pavlov, Ilya Ryabov, Angelina Kuts, Alexander Panchenko, Andrey Kuznetsov, Denis Dimitrov
2023	—	`conf`	LM-Polygraph: Uncertainty Estimation for Language Models. EMNLP (Demos) Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov
2023	J	`jnl`	LM-Polygraph: Uncertainty Estimation for Language Models. CoRR Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov
2023	C	`conf`	Large Language Models Meet Knowledge Graphs to Answer Factoid Questions. PACLIC Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
2023	J	`jnl`	Large Language Models Meet Knowledge Graphs to Answer Factoid Questions. CoRR Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
2023	Misc	`conf`	Leveraging Taxonomic Information from Large Language Models for Hyponymy Prediction. AIST Polina Chernomorchenko, Alexander Panchenko, Irina Nikishina
2023	J	`jnl`	Multiverse: Multilingual Evidence for Fake News Detection. J. Imaging Daryna Dementieva, Mikhail Kuimov, Alexander Panchenko
2023	J	`jnl`	On Isotropy of Multimodal Embeddings. Inf. Kirill Tyshchuk, Polina Karpikova, Andrew Spiridonov, Anastasiia Prutianova, Anton Razzhigaev, Alexander Panchenko
2023	—	`conf`	Predicting Terms in IS-A Relations with Pre-trained Transformers. IJCNLP (Findings) Irina Nikishina, Polina Chernomorchenko, Anastasiia Demidova, Alexander Panchenko, Chris Biemann
2023	J	`jnl`	Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval. CoRR Viktoria Chekalina, Alexander Panchenko
2023	—	`conf`	Semantically-Informed Regressive Encoder Score. WMT Vasiliy Viskov, George Kokush, Daniil Larionov, Steffen Eger, Alexander Panchenko
2023	—	`conf`	Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation. Eval4NLP Daniil Larionov, Vasiliy Viskov, George Kokush, Alexander Panchenko, Steffen Eger
2023	Misc	`conf`	Transformers Compression: A Study of Matrix Decomposition Methods Using Fisher Information. AIST Sergey Pletenev, Daniil Moskovskiy, Viktoria Chekalina, Mikhail Seleznyov, Sergey Zagoruyko, Alexander Panchenko
2023	—	`conf`	Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? IJCNLP (1) Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko, Timothy Baldwin
2023	Misc	`conf`	Unsupervised Ultra-Fine Entity Typing with Distributionally Induced Word Senses. AIST Özge Sevgili, Steffen Remus, Abhik Jana, Alexander Panchenko, Chris Biemann
2022	—	`conf`	A large-scale computational study of content preservation measures for text style transfer and paraphrase generation. ACL (student) Nikolay Babakov, David Dale, Varvara Logacheva, Alexander Panchenko
2022	—	`conf`	Active Learning for Abstractive Text Summarization. EMNLP (Findings) Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov
2022	J	`jnl`	Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. CoRR Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
2022	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Selected Papers AIST Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina
2022	J	`jnl`	Beyond Plain Toxic: Detection of Inappropriate Statements on Flammable Topics for the Russian Language. CoRR Nikolay Babakov, Varvara Logacheva, Alexander Panchenko
2022	J	`jnl`	Detecting Text Formality: A Study of Text Classification Approaches. CoRR Daryna Dementieva, Ivan Trifinov, Andrey Likhachev, Alexander Panchenko
2022	J	`jnl`	Error syntax aware augmentation of feedback comment generation dataset. CoRR Nikolay Babakov, Maria Lysyuk, Alexander Shvets, Lilya Kazakova, Alexander Panchenko
2022	—	`conf`	Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models. ACL (student) Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko
2022	J	`jnl`	Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models. CoRR Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko
2022	—	`conf`	MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering. ACL (student) Viktoria Chekalina, Anton Razzhigaev, Albert Sayapin, Evgeny Frolov, Alexander Panchenko
2022	J	`jnl`	MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering. CoRR Viktoria Chekalina, Anton Razzhigaev, Albert Sayapin, Alexander Panchenko
2022	J	`jnl`	Multiverse: Multilingual Evidence for Fake News Detection. CoRR Daryna Dementieva, Mikhail Kuimov, Alexander Panchenko
2022	J	`jnl`	Neural entity linking: A survey of models based on deep learning. Semantic Web Özge Sevgili, Artem Shelmanov, Mikhail Y. Arkhipov, Alexander Panchenko, Chris Biemann
2022	—	`conf`	Overview of Touché 2022: Argument Retrieval - Extended Abstract. ECIR (2) Alexander Bondarenko, Maik Fröbe, Johannes Kiesel, Shahbaz Syed, Timon Gurcke, Meriem Beloucif, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2022	—	`conf`	Overview of Touché 2022: Argument Retrieval. CLEF (Working Notes) Alexander Bondarenko, Maik Fröbe, Johannes Kiesel, Shahbaz Syed, Timon Gurcke, Meriem Beloucif, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2022	—	`conf`	Overview of Touché 2022: Argument Retrieval. CLEF Alexander Bondarenko, Maik Fröbe, Johannes Kiesel, Shahbaz Syed, Timon Gurcke, Meriem Beloucif, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2022	—	`conf`	ParaDetox: Detoxification with Parallel Data. ACL (1) Varvara Logacheva, Daryna Dementieva, Sergey Ustyantsev, Daniil Moskovskiy, David Dale, Irina Krotova, Nikita Semenov, Alexander Panchenko
2022	—	`ed.`	Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Supplementary Proceedings AIST (Supplement) Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina
2022	—	`conf`	Retrieving Comparative Arguments using Deep Language Models. CLEF (Working Notes) Viktoria Chekalina, Alexander Panchenko
2022	J	`jnl`	RuArg-2022: Argument Mining Evaluation. CoRR Evgeny V. Kotelnikov, Natalia V. Loukachevitch, Irina Nikishina, Alexander Panchenko
2022	B	`conf`	RuPAWS: A Russian Adversarial Dataset for Paraphrase Identification. LREC Nikita Martynov, Irina Krotova, Varvara Logacheva, Alexander Panchenko, Olga Kozlova, Nikita Semenov
2022	—	`conf`	SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations. SemEval@NAACL Mikhail Kuimov, Daryna Dementieva, Alexander Panchenko
2022	C	`conf`	Studying the Role of Named Entities for Content Preservation in Text Style Transfer. NLDB Nikolay Babakov, David Dale, Varvara Logacheva, Irina Krotova, Alexander Panchenko
2022	J	`jnl`	Studying the role of named entities for content preservation in text style transfer. CoRR Nikolay Babakov, David Dale, Varvara Logacheva, Irina Krotova, Alexander Panchenko
2022	—	`conf`	TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment. AACL/IJCNLP (System Demonstrations) Irina Nikishina, Ivan Andrianov, Alsu Vakhitova, Alexander Panchenko
2022	J	`jnl`	Taxonomy Enrichment with Text and Graph Vector Representations. CoRR Irina Nikishina, Mikhail Tikhomirov, Varvara Logacheva, Yuriy Nazarov, Alexander Panchenko, Natalia V. Loukachevitch
2022	J	`jnl`	Taxonomy enrichment with text and graph vector representations. Semantic Web Irina Nikishina, Mikhail Tikhomirov, Varvara Logacheva, Yuriy Nazarov, Alexander Panchenko, Natalia V. Loukachevitch
2022	—	`conf`	Uncertainty Estimation of Transformer Predictions for Misclassification Detection. ACL (1) Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov
2021	A	`conf`	Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates. EACL Artem Shelmanov, Dmitry Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko
2021	J	`jnl`	Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates. CoRR Artem Shelmanov, Dmitry Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko
2021	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020, Revised Selected Papers AIST Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2021	—	`conf`	Cross-lingual Evidence Improves Monolingual Fake News Detection. ACL (student) Daryna Dementieva, Alexander Panchenko
2021	—	`conf`	Crowdsourcing of Parallel Corpora: the Case of Style Transfer for Detoxification. CSW@VLDB Daryna Dementieva, Sergey Ustyantsev, David Dale, Olga Kozlova, Nikita Semenov, Alexander Panchenko, Varvara Logacheva
2021	J	`jnl`	Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company's Reputation. CoRR Nikolay Babakov, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko
2021	—	`conf`	Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint. ACL/IJCNLP (Findings) Igor Vorona, Anh-Huy Phan, Alexander Panchenko, Andrzej Cichocki
2021	C	`conf`	Evaluation of Taxonomy Enrichment on Diachronic WordNet Versions. GWC Irina Nikishina, Natalia V. Loukachevitch, Varvara Logacheva, Alexander Panchenko
2021	A	`conf`	How Certain is Your Transformer? EACL Artem Shelmanov, Evgenii Tsymbalov, Dmitry Puzyrev, Kirill Fedyanin, Alexander Panchenko, Maxim Panov
2021	J	`jnl`	Methods for Detoxification of Texts for the Russian Language. CoRR Daryna Dementieva, Daniil Moskovskiy, Varvara Logacheva, David Dale, Olga Kozlova, Nikita Semenov, Alexander Panchenko
2021	J	`jnl`	Methods for Detoxification of Texts for the Russian Language. Multimodal Technol. Interact. Daryna Dementieva, Daniil Moskovskiy, Varvara Logacheva, David Dale, Olga Kozlova, Nikita Semenov, Alexander Panchenko
2021	—	`conf`	Overview of Touché 2021: Argument Retrieval - Extended Abstract. ECIR (2) Alexander Bondarenko, Lukas Gienapp, Maik Fröbe, Meriem Beloucif, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2021	—	`conf`	Overview of Touché 2021: Argument Retrieval. CLEF (Working Notes) Alexander Bondarenko, Lukas Gienapp, Maik Fröbe, Meriem Beloucif, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2021	—	`conf`	Overview of Touché 2021: Argument Retrieval. CLEF Alexander Bondarenko, Lukas Gienapp, Maik Fröbe, Meriem Beloucif, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2021	—	`ed.`	Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020 Revised Supplementary Proceedings AIST (Supplement) Wil M. P. van der Aalst, Vladimir Batagelj, Alexey Buzmakov, Dmitry I. Ignatov, Anna A. Kalenkova, Michael Yu. Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Ilya Makarov, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina
2021	—	`conf`	Retrieving Comparative Arguments using Ensemble Methods and BERT. CLEF (Working Notes) Viktoria Chekalina, Alexander Panchenko
2021	—	`conf`	SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task. SemEval@ACL/IJCNLP Anton Razzhigaev, Nikolay Arefyev, Alexander Panchenko
2021	—	`conf`	SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection. SemEval@ACL/IJCNLP David Dale, Igor Markov, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko
2021	—	`conf`	Text Detoxification using Large Pre-trained Neural Models. EMNLP (1) David Dale, Anton Voronov, Daryna Dementieva, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko
2021	J	`jnl`	Text Detoxification using Large Pre-trained Neural Models. CoRR David Dale, Anton Voronov, Daryna Dementieva, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko
2021	—	`conf`	Which is Better for Deep Learning: Python or MATLAB? Answering Comparative Questions in Natural Language. EACL (System Demonstrations) Viktoria Chekalina, Alexander Bondarenko, Chris Biemann, Meriem Beloucif, Varvara Logacheva, Alexander Panchenko
2020	J	`jnl`	A Comparative Study of Lexical Substitution Approaches based on Neural Language Models. CoRR Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
2020	B	`conf`	Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. COLING Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
2020	J	`jnl`	Analysis of the Mathematical Model of Open Coaxial Measuring Microwave Converters. Mob. Networks Appl. Chang Liu, Alexander Panchenko, Bondarenko Igor Nikolaevich, Ibraimov Ilver
2020	J	`jnl`	Answering Comparative Questions with Arguments. Datenbank-Spektrum Alexander Bondarenko, Alexander Panchenko, Meriem Beloucif, Chris Biemann, Matthias Hagen
2020	A	`conf`	Comparative Web Search Questions. WSDM Alexander Bondarenko, Pavel Braslavski, Michael Völske, Rami Aly, Maik Fröbe, Alexander Panchenko, Chris Biemann, Benno Stein, Matthias Hagen
2020	B	`conf`	Fake News Detection using Multilingual Evidence. DSAA Daryna Dementieva, Alexander Panchenko
2020	J	`jnl`	Neural Entity Linking: A Survey of Models based on Deep Learning. CoRR Özge Sevgili, Artem Shelmanov, Mikhail Y. Arkhipov, Alexander Panchenko, Chris Biemann
2020	—	`conf`	Overview of Touché 2020: Argument Retrieval - Extended Abstract. CLEF Alexander Bondarenko, Maik Fröbe, Meriem Beloucif, Lukas Gienapp, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2020	—	`conf`	Overview of Touché 2020: Argument Retrieval. CLEF (Working Notes) Alexander Bondarenko, Maik Fröbe, Meriem Beloucif, Lukas Gienapp, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen
2020	Misc	`conf`	RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models. AIST Elena Chistova, Artem Shelmanov, Dina Pisarevskaya, Maria Kobozeva, Vadim Isakov, Alexander Panchenko, Svetlana Toldova, Ivan V. Smirnov
2020	J	`jnl`	RUSSE'2020: Findings of the First Taxonomy Enrichment Task for the Russian language. CoRR Irina Nikishina, Varvara Logacheva, Alexander Panchenko, Natalia V. Loukachevitch
2020	—	`conf`	Retrieving Comparative Arguments using Deep Pre-trained Language Models and NLU. CLEF (Working Notes) Viktoria Chekalina, Alexander Panchenko
2020	—	`conf`	SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection. SemEval@COLING Daryna Dementieva, Igor Markov, Alexander Panchenko
2020	B	`conf`	Studying Taxonomy Enrichment on Diachronic WordNet Versions. COLING Irina Nikishina, Varvara Logacheva, Alexander Panchenko, Natalia V. Loukachevitch
2020	J	`jnl`	Studying Taxonomy Enrichment on Diachronic WordNet Versions. CoRR Irina Nikishina, Alexander Panchenko, Varvara Logacheva, Natalia V. Loukachevitch
2020	—	`conf`	Touché: First Shared Task on Argument Retrieval. ECIR (2) Alexander Bondarenko, Matthias Hagen, Martin Potthast, Henning Wachsmuth, Meriem Beloucif, Chris Biemann, Alexander Panchenko, Benno Stein
2020	B	`conf`	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
2020	J	`jnl`	Word Sense Disambiguation for 158 Languages using Word Embeddings Only. CoRR Varvara Logacheva, Denis Teslenko, Artem Shelmanov, Steffen Remus, Dmitry Ustalov, Andrey Kutuzov, Ekaterina Artemova, Chris Biemann, Simone Paolo Ponzetto, Alexander Panchenko
2019	—	`conf`	A Dataset for Noun Compositionality Detection for a Slavic Language. BSNLP@ACL Dmitry Puzyrev, Artem Shelmanov, Alexander Panchenko, Ekaterina Artemova
2019	—	`conf`	Active Learning with Deep Pre-trained Models for Sequence Tagging of Clinical and Biomedical Texts. BIBM Artem Shelmanov, Vadim Liventsev, Danil Kireev, Nikita Khromov, Alexander Panchenko, Irina Fedulova, Dmitry V. Dylov
2019	B	`conf`	Answering Comparative Questions: Better than Ten-Blue-Links? CHIIR Matthias Schildwächter, Alexander Bondarenko, Julian Zenker, Matthias Hagen, Chris Biemann, Alexander Panchenko
2019	J	`jnl`	Answering Comparative Questions: Better than Ten-Blue-Links? CoRR Matthias Schildwächter, Alexander Bondarenko, Julian Zenker, Matthias Hagen, Chris Biemann, Alexander Panchenko
2019	—	`conf`	Categorizing Comparative Sentences. ArgMining@ACL Alexander Panchenko, Alexander Bondarenko, Mirco Franzek, Matthias Hagen, Chris Biemann
2019	Misc	`conf`	Combining Lexical Substitutes in Neural Word Sense Induction. RANLP Nikolay Arefyev, Boris Sheludko, Alexander Panchenko
2019	J	`jnl`	Efficient estimation of a Gromov-Hausdorff distance between unweighted graphs. CoRR Vladyslav Oles, Nathan Lemons, Alexander Panchenko
2019	—	`conf`	Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings. ACL (1) Rami Aly, Shantanu Acharya, Alexander Ossa, Arne Köhn, Chris Biemann, Alexander Panchenko
2019	J	`jnl`	Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings. CoRR Rami Aly, Shantanu Acharya, Alexander Ossa, Arne Köhn, Chris Biemann, Alexander Panchenko
2019	—	`conf`	HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. SemEval@NAACL-HLT Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko
2019	J	`jnl`	HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. CoRR Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko
2019	—	`conf`	Improving Neural Entity Disambiguation with Graph Embeddings. ACL (2) Özge Sevgili, Alexander Panchenko, Chris Biemann
2019	J	`jnl`	Large-Scale Parallel Matching of Social Network Profiles. CoRR Alexander Panchenko, Dmitry Babaev, Sergei A. Obiedkov
2019	—	`conf`	Learning Graph Embeddings from WordNet-based Similarity Measures. *SEM@NAACL-HLT Andrey Kutuzov, Mohammad Dorgham, Oleksiy Oliynyk, Chris Biemann, Alexander Panchenko
2019	—	`conf`	Making Fast Graph-based Algorithms with Graph Metric Embeddings. ACL (1) Andrey Kutuzov, Mohammad Dorgham, Oleksiy Oliynyk, Chris Biemann, Alexander Panchenko
2019	J	`jnl`	Making Fast Graph-based Algorithms with Graph Metric Embeddings. CoRR Andrey Kutuzov, Mohammad Dorgham, Oleksiy Oliynyk, Chris Biemann, Alexander Panchenko
2019	—	`conf`	Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction. SemEval@NAACL-HLT Nikolay Arefyev, Boris Sheludko, Adis Davletov, Dmitry Kharchev, Alex Nevidomsky, Alexander Panchenko
2019	Misc	`conf`	Noun Compositionality Detection Using Distributional Semantics for the Russian Language. AIST Dmitry Puzyrev, Artem Shelmanov, Alexander Panchenko, Ekaterina Artemova
2019	—	`conf`	On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings. ACL (1) Abhik Jana, Dmitry Puzyrev, Alexander Panchenko, Pawan Goyal, Chris Biemann, Animesh Mukherjee
2019	J	`jnl`	On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings. CoRR Abhik Jana, Dmitry Puzyrev, Alexander Panchenko, Pawan Goyal, Chris Biemann, Animesh Mukherjee
2019	—	`conf`	TARGER: Neural Argument Mining at Your Fingertips. ACL (3) Artem N. Chernodub, Oleksiy Oliynyk, Philipp Heidenreich, Alexander Bondarenko, Matthias Hagen, Chris Biemann, Alexander Panchenko
2019	J	`jnl`	Watset. Comput. Linguistics Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	A framework for enriching lexical semantic resources with distributional semantics. Nat. Lang. Eng. Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto
2018	B	`conf`	An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages. LREC Dmitry Ustalov, Denis Teslenko, Alexander Panchenko, Mikhail Chernoskutov, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages. CoRR Dmitry Ustalov, Denis Teslenko, Alexander Panchenko, Mikhail Chernoskutov, Chris Biemann, Simone Paolo Ponzetto
2018	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 6th International Conference, AIST 2017, Moscow, Russia, July 27-29, 2017, Revised Selected Papers AIST Wil M. P. van der Aalst, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Victor S. Lempitsky, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Andrey V. Savchenko, Stanley Wasserman
2018	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers AIST Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko
2018	B	`conf`	Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. LREC Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2018	J	`jnl`	Categorization of Comparative Sentences for Argument Mining. CoRR Mirco Franzek, Alexander Panchenko, Chris Biemann
2018	B	`conf`	Enriching Frame Representations with Distributionally Induced Senses. LREC Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	Enriching Frame Representations with Distributionally Induced Senses. CoRR Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	How much does a word weigh? Weighting word embeddings for word sense induction. CoRR Nikolay Arefyev, Pavel Ermolaev, Alexander Panchenko
2018	B	`conf`	Improving Hypernymy Extraction with Distributional Semantic Classes. LREC Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2018	J	`jnl`	Learning Graph Embeddings from WordNet-based Similarity Measures. CoRR Andrey Kutuzov, Alexander Panchenko, Sarah Kohail, Mohammad Dorgham, Oleksiy Oliynyk, Chris Biemann
2018	J	`jnl`	Local-Global Graph Clustering with Applications in Sense and Frame Induction. CoRR Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	Neologisms on Facebook. CoRR Nikita Muravyev, Alexander Panchenko, Sergei A. Obiedkov
2018	J	`jnl`	RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language. CoRR Alexander Panchenko, Anastasiya Lopukhina, Dmitry Ustalov, Konstantin Lopukhin, Nikolay Arefyev, Alexey Leontyev, Natalia V. Loukachevitch
2018	J	`jnl`	RUSSE: The First Workshop on Russian Semantic Similarity. CoRR Alexander Panchenko, Natalia V. Loukachevitch, Dmitry Ustalov, Denis Paperno, Christian Meyer, Natalia Konstantinova
2018	J	`jnl`	Sentiment Index of the Russian Speaking Facebook. CoRR Alexander Panchenko
2018	—	`ed.`	Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018), Moscow, Russia, July 5 - 7, 2018 AIST (Supplement) Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko
2018	—	`conf`	Unsupervised Semantic Frame Induction using Triclustering. ACL (2) Dmitry Ustalov, Alexander Panchenko, Andrei Kutuzov, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	Unsupervised Semantic Frame Induction using Triclustering. CoRR Dmitry Ustalov, Alexander Panchenko, Andrei Kutuzov, Chris Biemann, Simone Paolo Ponzetto
2018	—	`conf`	Unsupervised Sense-Aware Hypernymy Extraction. KONVENS Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	J	`jnl`	Unsupervised Sense-Aware Hypernymy Extraction. CoRR Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2018	—	`conf`	Webis at TREC 2018: Common Core Track. TREC Alexander Bondarenko, Matthias Hagen, Michael Völske, Benno Stein, Alexander Panchenko, Chris Biemann
2017	J	`jnl`	A Framework for Enriching Lexical Semantic Resources with Distributional Semantics. CoRR Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto
2017	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers AIST Dmitry I. Ignatov, Mikhail Yu. Khachay, Valeri G. Labunets, Natalia V. Loukachevitch, Sergey I. Nikolenko, Alexander Panchenko, Andrey V. Savchenko, Konstantin V. Vorontsov
2017	—	`conf`	Automatic Induction of Synsets from a Graph of Synonyms. ACL (1) Dmitry Ustalov, Alexander Panchenko, Chris Biemann
2017	J	`jnl`	Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. CoRR Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2017	—	`conf`	Entity-Centric Information Access with Human in the Loop for the Biomedical Domain. BiomedicalNLP@RANLP Seid Muhie Yimam, Steffen Remus, Alexander Panchenko, Andreas Holzinger, Chris Biemann
2017	Misc	`conf`	Fighting with the Sparsity of Synonymy Dictionaries for Automatic Synset Induction. AIST Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann, Alexander Panchenko
2017	J	`jnl`	Fighting with the Sparsity of Synonymy Dictionaries. CoRR Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann, Alexander Panchenko
2017	J	`jnl`	Human and Machine Judgements for Russian Semantic Relatedness. CoRR Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann
2017	J	`jnl`	Improving Hypernymy Extraction with Distributional Semantic Classes. CoRR Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2017	J	`jnl`	Making Sense of Word Embeddings. CoRR Maria Pelevina, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
2017	—	`conf`	Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. EACL (2) Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
2017	J	`jnl`	Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. CoRR Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
2017	—	`ed.`	Supplementary Proceedings of the Sixth International Conference on Analysis of Images, Social Networks and Texts (AIST 2017), Moscow, Russia, July 27 - 29, 2017 AIST (Supplement) Wil M. P. van der Aalst, Mikhail Yu. Khachay, Sergei O. Kuznetsov, Victor S. Lempitsky, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Andrey V. Savchenko, Stanley Wasserman, Dmitry I. Ignatov
2017	—	`conf`	The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links. EACL (1) Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2017	—	`conf`	Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation. EACL (1) Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
2017	—	`conf`	Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. EMNLP (System Demonstrations) Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann
2017	J	`jnl`	Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. CoRR Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann
2017	J	`jnl`	Watset: Automatic Induction of Synsets from a Graph of Synonyms. CoRR Dmitry Ustalov, Alexander Panchenko, Chris Biemann
2016	B	`conf`	Best of Both Worlds: Making Word Sense Embeddings Interpretable. LREC Alexander Panchenko
2016	Misc	`conf`	Human and Machine Judgements for Russian Semantic Relatedness. AIST Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann
2016	—	`conf`	Linked Disambiguated Distributional Semantic Networks. ISWC (2) Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
2016	—	`conf`	Making Sense of Word Embeddings. Rep4NLP@ACL Maria Pelevina, Nikolay Arefiev, Chris Biemann, Alexander Panchenko
2016	—	`conf`	Noun Sense Induction and Disambiguation using Graph-Based Distributional Semantics. KONVENS Alexander Panchenko, Johannes Simon, Martin Riedl, Chris Biemann
2016	J	`jnl`	Pairwise Force Smoothed Particle Hydrodynamics model for multiphase flow: Surface tension and contact line dynamics. J. Comput. Phys. Alexandre M. Tartakovsky, Alexander Panchenko
2016	—	`ed.`	Proceedings of the Third Workshop on Concept Discovery in Unstructured Data co-located with the 13th International Conference on Concept Lattices and Their Applications (CLA 2016), Moscow, Russia, July 18, 2016 CDUD@CLA Jaume Baixeries, Dmitry I. Ignatov, Dmitry I. Ilvovsky, Alexander Panchenko
2016	—	`ed.`	Supplementary Proceedings of the Fifth International Conference on Analysis of Images, Social Networks and Texts (AIST 2016), Yekaterinburg, Russia, April 6-8, 2016 AIST (Supplement) Dmitry I. Ignatov, Mikhail Yu. Khachay, Valeri G. Labunets, Natalia V. Loukachevitch, Sergey I. Nikolenko, Alexander Panchenko, Andrey V. Savchenko, Konstantin V. Vorontsov
2016	—	`conf`	TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling. SemEval@NAACL-HLT Alexander Panchenko, Stefano Faralli, Eugen Ruppert, Steffen Remus, Hubert Naets, Cédrick Fairon, Simone Paolo Ponzetto, Chris Biemann
2016	—	`conf`	new/s/leak - Information Extraction and Visualization for Investigative Data Journalists. ACL (System Demonstrations) Seid Muhie Yimam, Heiner Ulrich, Tatiana von Landesberger, Marcel Rosenbach, Michaela Regneri, Alexander Panchenko, Franziska Lehmann, Uli Fahrer, Chris Biemann, Kathrin Ballweg
2015	Misc	`ed.`	Analysis of Images, Social Networks and Texts - 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015, Revised Selected Papers AIST Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets
2015	Misc	`conf`	Large-Scale Parallel Matching of Social Network Profiles. AIST Alexander Panchenko, Dmitry Babaev, Sergei A. Obiedkov
2015	J	`jnl`	Particle-based simulations of self-motile suspensions. Comput. Phys. Commun. Denis F. Hinz, Alexander Panchenko, Tae-Yeon Kim, Eliot Fried
2015	—	`ed.`	Supplementary Proceedings of the 4th International Conference on Analysis of Images, Social Networks and Texts (AIST'2015), Yekaterinburg, Russia, April 9-11, 2015. AIST (Supplement) Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Radhakrishnan Delhibabu, Nikita Spirin, Valeri G. Labunets
2014	J	`jnl`	An Effective Model for Nematic Liquid Crystal Composites with Ferromagnetic Inclusions. SIAM J. Appl. Math. Maria-Carme Calderer, Antonio DeSimone, Dmitry Golovaty, Alexander Panchenko
2014	Misc	`ed.`	Analysis of Images, Social Networks and Texts - Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers AIST Dmitry I. Ignatov, Mikhail Yu. Khachay, Alexander Panchenko, Natalia Konstantinova, Rostislav Yavorskiy
2014	Misc	`conf`	Detecting Gender by Full Name: Experiments with the Russian Language. AIST Alexander Panchenko, Andrey Teterin
2014	J	`jnl`	Discrete Models of Fluids: Spatial Averaging, Closure, and Model Reduction. SIAM J. Appl. Math. Alexander Panchenko, Alexandre M. Tartakovsky, Kevin Cooper
2014	—	`ed.`	Supplementary Proceedings of the 3rd International Conference on Analysis of Images, Social Networks and Texts (AIST'2014), Yekaterinburg, Russia, April 10-12, 2014. AIST (Supplement) Dmitry I. Ignatov, Mikhail Yu. Khachay, Alexander Panchenko, Natalia Konstantinova, Rostislav E. Yavorsky, Dmitry Ustalov
2013	—	`conf`	A Graph-Based Approach to Skill Extraction from Text. TextGraphs@EMNLP Ilkka Kivimäki, Alexander Panchenko, Adrien Dessy, Dries Verdegem, Pascal Francq, Hugues Bersini, Marco Saerens
2013	—	`conf`	Search and Visualization of Semantically Related Words (Recherche et visualisation de mots sémantiquement liés) [in French]. TALN (2) Alexander Panchenko, Hubert Naets, Laetitia Brouwers, Pavel Romanov, Cédrick Fairon
2013	A	`conf`	Serelex: Search and Visualization of Semantically Related Words. ECIR Alexander Panchenko, Pavel Romanov, Olga Morozova, Hubert Naets, Andrey Philippovich, Alexey Romanov, Cédrick Fairon
2013	—	`—`	Similarity measures for semantic relation extraction. Alexander Panchenko
2013	A	`conf`	Towards Detection of Child Sexual Abuse Media: Categorization of the Associated Filenames. ECIR Alexander Panchenko, Richard Beaufort, Hubert Naets, Cédrick Fairon
2012	—	`conf`	A Study of Heterogeneous Similarity Measures for Semantic Relation Extraction. JEP-TALN-RECITAL Alexander Panchenko
2012	—	`conf`	A semantic similarity measure based on lexico-syntactic patterns. KONVENS Alexander Panchenko, Olga Morozova, Hubert Naets
2011	—	`conf`	Comparison of the Baseline Knowledge-, Corpus-, and Web-based Similarity Measures for Semantic Relations Extraction. GEMS Alexander Panchenko
2011	J	`jnl`	Dimension reduction method for ODE fluid models. J. Comput. Phys. Alexandre M. Tartakovsky, Alexander Panchenko, Kim F. Ferris
2008	J	`jnl`	A network model of geometrically constrained deformations of granular materials. Networks Heterog. Media K. A. Ariyawansa, Leonid Berlyand, Alexander Panchenko
2007	J	`jnl`	Homogenizing the time-harmonic acoustics of bone: The monophasic case. Math. Comput. Model. Ming Fang, Robert P. Gilbert, Alexander Panchenko, Ana Vasilic
2006	J	`jnl`	Young Measures and Order-Disorder Transition in Stationary Flow of Liquid Crystals. SIAM J. Math. Anal. Maria-Carme Calderer, Alexander Panchenko
2005	J	`jnl`	Network Approximation for Effective Viscosity of Concentrated Suspensions with Complex Geometry. SIAM J. Math. Anal. Leonid Berlyand, Liliana Borcea, Alexander Panchenko