Akim Tsvigun
17 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
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Conferences
ACL (6)
EMNLP (5)
NAACL (2)
COLING (1)
EACL (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
large language model
(7)
machine-generated text detection
(6)
text classification
(6)
binary classification
(5)
text generation
(4)
uncertainty estimation
(4)
active learning
(3)
multilingual detection
(3)
multilingual nlp
(2)
text summarization
(2)
multilingual classification
(2)
out-of-distribution detection
(2)
query strategy
(2)
question answering
(1)
natural language generation
(1)
game theory
(1)
domain generalization
(1)
model distillation
(1)
epistemic uncertainty
(1)
toxicity detection
(1)
Papers
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
ACL 2026
ATGen: A Framework for Active Text Generation
ACL 2025
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
EMNLP 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
NIPS 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
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
EMNLP 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
NAACL 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
Towards Computationally Feasible Deep Active Learning
NAACL 2022
Uncertainty Estimation of Transformer Predictions for Misclassification Detection
ACL 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts
EMNLP 2022