Marcin Sowanski

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Dialogue System

Language Understanding

Top Venues

Publications

Jakub Hoscilowicz, Pawel Pawlowski, Marcin Skorupa, Marcin Sowanski, Artur Janicki
Large Language Models for Expansion of Spoken Language Understanding Systems to New Languages. CoRR (2024)
Marek Kubis, Pawel Skórzewski, Marcin Sowanski, Tomasz Zietkiewicz
Center for Artificial Intelligence Challenge on Conversational AI Correctness. FedCSIS (2023)
Jakub Hoscilowicz, Marcin Sowanski, Piotr Czubowski, Artur Janicki
Can We Use Probing to Better Understand Fine-Tuning and Knowledge Distillation of the BERT NLU? ICAART (3) (2023)
Marcin Sowanski, Artur Janicki
Slot Lost in Translation? Not Anymore: A Machine Translation Model for Virtual Assistants with Type-Independent Slot Transfer. IWSSIP (2023)
Jakub Hoscilowicz, Marcin Sowanski, Piotr Czubowski, Artur Janicki
Can We Use Probing to Better Understand Fine-tuning and Knowledge Distillation of the BERT NLU? CoRR (2023)
Marek Kubis, Pawel Skórzewski, Marcin Sowanski, Tomasz Zietkiewicz
Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors. EMNLP (2023)
Karolina Gabor-Siatkowska, Marcin Sowanski, Mikolaj Pudo, Rafal Rzatkiewicz, Izabela Stefaniak, Marek Kozlowski, Artur Janicki
Therapeutic Spoken Dialogue System in Clinical Settings: Initial Experiments. IWSSIP (2023)
Marek Kubis, Pawel Skórzewski, Marcin Sowanski, Tomasz Zietkiewicz
Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors. CoRR (2023)
Marcin Sowanski, Artur Janicki
Optimizing Machine Translation for Virtual Assistants: Multi-Variant Generation with VerbNet and Conditional Beam Search. FedCSIS (2023)
Marek Kozlowski, Karolina Gabor-Siatkowska, Izabela Stefaniak, Marcin Sowanski, Artur Janicki
Enhanced Emotion and Sentiment Recognition for Empathetic Dialogue System Using Big Data and Deep Learning Methods. ICCS (1) (2023)
Marcin Sowanski, Artur Janicki
Leyzer: A Dataset for Multilingual Virtual Assistants. TDS (2020)