Daniil Cherniavskii

According to our database1, Daniil Cherniavskii authored at least 7 papers between 2021 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2023
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices.
CoRR, 2023

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Topological Data Analysis for Speech Processing.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Learning topology-preserving data representations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian.
CoRR, 2022

Acceptability Judgements via Examining the Topology of Attention Maps.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
Artificial Text Detection via Examining the Topology of Attention Maps.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021


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