Andrey Bout

According to our database, Andrey Bout authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option.

Konstantin Yakovlev, Sergey I. Nikolenko, Andrey Bout

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing.

Xiaozhe Ren, Pingyi Zhou, Xinfan Meng, Xinjing Huang, Yadao Wang, Weichao Wang, Pengfei Li, Xiaoda Zhang, Alexander Podolskiy, Grigory Arshinov, Andrey Bout, Irina Piontkovskaya, Jiansheng Wei, Xin Jiang, Teng Su, Qun Liu, Jun Yao

CoRR, 2023

Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval.

Konstantin Yakovlev, Gregory Polyakov, Ilseyar Alimova, Alexander Podolskiy, Andrey Bout, Sergey I. Nikolenko, Irina Piontkovskaya

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule.

Andrey Bout, Alexander Podolskiy, Sergey I. Nikolenko, Irina Piontkovskaya

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding.

Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout, Sergey I. Nikolenko, Irina Piontkovskaya

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Template-based Approach to Zero-shot Intent Recognition.

Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya

CoRR, 2022

2021

InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding.

Pavel Burnyshev, Andrey Bout, Valentin Malykh, Irina Piontkovskaya

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Single Example Can Improve Zero-Shot Data Generation.

Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya

Proceedings of the 14th International Conference on Natural Language Generation, 2021

Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection.

Alexander Podolskiy, Dmitry Lipin, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2017

Document Image Classification on the Basis of Layout Information.

Sergey Zavalishin, Andrey Bout, Ilya Kurilin, Mikhail Rychagov

Proceedings of the Visual Information Processing and Communication VIII, Burlingame, CA, USA, 29 January 2017, 2017