Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"Masked language modeling"”.
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Pre-trained Language Models for Clinical Systematic Literature Reviews
… to benchmark the performance of Pretrained Language Model (PLM) based entity and relation extraction models as well as the effect of domain specific pre-training prior to their fine-tuning. Our results show evidence to the effectiveness of pre-training using masked language modeling (MLM), a …
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Structural Self-Supervised Objectives for Transformers
… present three alternative objectives to BERT’s Masked Language Modeling (MLM), namely Random Token Substitution (RTS), Cluster-based Random Token Substitution C-RTS, and Swapped Language Modeling (SLM). Unlike MLM, all of these proposals involve token swapping rather than replacing tokens with …
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Fine-grained sentiment analysis for customer review
<p>Natural Language Processing (NLP) is one of the most attractive technologies in many applications in real-life. Sentiment analysis, which has devoted to know others' think or feel about an experience or an item and hence take an action, is one of the most developed area in both academia and …