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Found 5 papers, 1 papers with code
BERT-based similarity learning for product matching
Product matching, i. e., being able to infer the product being sold for a merchant-created offer, is crucial for any e-commerce marketplace, enabling product-based navigation, price comparisons, product reviews, etc.
Going beyond research datasets: Novel intent discovery in the industry setting
We also devise the best method to utilize the conversational structure (i. e., question and answer) of real-life datasets during fine-tuning for clustering tasks, which we call Conv.
Evaluation of Transfer Learning for Polish with a Text-to-Text Model
We evaluate the performance of plT5, mT5, Polish BART (plBART), and Polish GPT-2 (papuGaPT2).
HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish
Therefore, this paper presents the first ablation study focused on Polish, which, unlike the isolating English language, is a fusional language.
KLEJ: Comprehensive Benchmark for Polish Language Understanding
To ensure a common evaluation scheme and promote models that generalize to different NLU tasks, the benchmark includes datasets from varying domains and applications.
