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05/26/2023
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts
Although pre-trained named entity recognition (NER) models are highly ac...
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03/08/2022
Adapt𝒪r: Objective-Centric Adaptation Framework for Language Models
Progress in natural language processing research is catalyzed by the pos...
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09/15/2021
Regressive Ensemble for Machine Translation Quality Evaluation
This work introduces a simple regressive ensemble for evaluating machine...
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06/01/2021
WebMIaS on Docker: Deploying Math-Aware Search in a Single Line of Code
Math informational retrieval (MIR) search engines are absent in the wide...
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04/19/2021
When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting
Since the seminal work of Mikolov et al. (2013a) and Bojanowski et al. (...
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02/27/2021
EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word senses
Several language applications often require word semantics as a core par...
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02/04/2021
One Size Does Not Fit All: Finding the Optimal N-gram Sizes for FastText Models across Languages
Unsupervised word representation learning from large corpora is badly ne...
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03/10/2020
Text classification with word embedding regularization and soft similarity measure
Since the seminal work of Mikolov et al., word embeddings have become th...
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08/28/2018
Implementation Notes for the Soft Cosine Measure
The standard bag-of-words vector space model (VSM) is efficient, and ubi...
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08/28/2018