49 citations · 129 across the 19 of their papers we have counts for
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cs.CL2023★ 4 cited
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT
Aman Jaiswal, Evangelos Milios
Transformer-based models, specifically BERT, have propelled research in various NLP tasks. However, these models are limited to a maximum token limit of 512 tokens. Consequently, t…
cs.IR2023
MPTopic: Improving topic modeling via Masked Permuted pre-training
Xinche Zhang, Evangelos milios
Topic modeling is pivotal in discerning hidden semantic structures within texts, thereby generating meaningful descriptive keywords. While innovative techniques like BERTopic and T…
cs.IR2023
QuOTeS: Query-Oriented Technical Summarization
Juan Ramirez-Orta, Eduardo Xamena, Ana Maguitman +3
Abstract. When writing an academic paper, researchers often spend considerable time reviewing and summarizing papers to extract relevant citations and data to compose the Introduct…