Akim Tsvigun
16 papers · 2022–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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text classification
(6)
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machine-generated text detection
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text generation
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uncertainty estimation
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binary classification
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multilingual detection
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active learning
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multilingual nlp
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text summarization
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question answering
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natural language generation
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Papers
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
ACL 2026
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
EMNLP 2025
ATGen: A Framework for Active Text Generation
ACL 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
COLING 2025
EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas
NeurIPS 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
EMNLP 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
ACL 2024
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
EACL 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
SemEval 2024
Efficient Out-of-Domain Detection for Sequence to Sequence Models
ACL 2023
Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks
ACL 2023
LM-Polygraph: Uncertainty Estimation for Language Models
EMNLP 2023
Active Learning for Abstractive Text Summarization
EMNLP 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts
EMNLP 2022
Towards Computationally Feasible Deep Active Learning
NAACL 2022
Uncertainty Estimation of Transformer Predictions for Misclassification Detection
ACL 2022