Michal Perelkiewicz

According to our database, Michal Perelkiewicz authored at least 12 papers between 2017 and 2024.

Collaborative distances:

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

2024

A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training.

Michal Perelkiewicz, Rafal Poswiata

CoRR, 2024

PL-MTEB: Polish Massive Text Embedding Benchmark.

Rafal Poswiata, Slawomir Dadas, Michal Perelkiewicz

CoRR, 2024

PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods.

Slawomir Dadas, Michal Perelkiewicz, Rafal Poswiata

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Unsupervised Representation Learning: Target Regularization for Cross-Domain Sentiment Classification.

Michal Perelkiewicz, Rafal Poswiata, Jakub Kierzkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models.

Rafal Poswiata, Michal Perelkiewicz

Proceedings of the Second Workshop on Language Technology for Equality, 2022

2020

Evaluation of Sentence Representations in Polish.

Slawomir Dadas, Michal Perelkiewicz, Rafal Poswiata

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Pre-training Polish Transformer-Based Language Models at Scale.

Slawomir Dadas, Michal Perelkiewicz, Rafal Poswiata

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Annobot: Platform for Annotating and Creating Datasets through Conversation with a Chatbot.

Rafal Poswiata, Michal Perelkiewicz

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

CX-ST-RNM at SemEval-2019 Task 3: Fusion of Recurrent Neural Networks Based on Contextualized and Static Word Representations for Contextual Emotion Detection.

Michal Perelkiewicz

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Text Language Identification Using Attention-Based Recurrent Neural Networks.

Michal Perelkiewicz, Rafal Poswiata

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Numbers Normalisation in the Inflected Languages: a Case Study of Polish.

Rafal Poswiata, Michal Perelkiewicz

Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing, 2019

2017

Detection of the Innovative Logotypes on the Web Pages.

Marcin Mironczuk, Michal Perelkiewicz, Jaroslaw Protasiewicz

Proceedings of the Artificial Intelligence and Soft Computing, 2017