Igor Shalyminov

Igor Shalyminov

Heriot-Watt University

H-index: 11

Europe-United Kingdom

About Igor Shalyminov

Igor Shalyminov, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Heriot-Watt University, specializes in the field of Dialog Systems, Natural Language Processing, Deep Learning, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders

Semi-supervised dialogue abstractive summarization via high-quality pseudolabel selection

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Enhancing abstractiveness of summarization models through calibrated distillation

Grtr: Generative-retrieval transformers for data-efficient dialogue domain adaptation

Data-efficient methods for dialogue systems

Fast domain adaptation for goal-oriented dialogue using a hybrid generative-retrieval transformer

Igor Shalyminov Information

University

Position

___

Citations(all)

291

Citations(since 2020)

252

Cited By

142

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Igor Shalyminov Skills & Research Interests

Dialog Systems

Natural Language Processing

Deep Learning

Machine Learning

Top articles of Igor Shalyminov

Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders

arXiv preprint arXiv:2403.04314

2024/3/7

Semi-supervised dialogue abstractive summarization via high-quality pseudolabel selection

2024/3/6

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets

2024/3/5

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

arXiv preprint arXiv:2402.13249

2024/2/20

Enhancing abstractiveness of summarization models through calibrated distillation

2023/10

Grtr: Generative-retrieval transformers for data-efficient dialogue domain adaptation

IEEE/ACM Transactions on Audio, Speech, and Language Processing

2021/4/21

Igor Shalyminov
Igor Shalyminov

H-Index: 8

Data-efficient methods for dialogue systems

arXiv preprint arXiv:2012.02929

2020/12/5

Igor Shalyminov
Igor Shalyminov

H-Index: 8

Fast domain adaptation for goal-oriented dialogue using a hybrid generative-retrieval transformer

2020/5/4

Igor Shalyminov
Igor Shalyminov

H-Index: 8

Hybrid generative-retrieval transformers for dialogue domain adaptation

arXiv preprint arXiv:2003.01680

2020/3/3

Igor Shalyminov
Igor Shalyminov

H-Index: 8

See List of Professors in Igor Shalyminov University(Heriot-Watt University)

Co-Authors

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