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07/15/2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge
Generic sentence embeddings provide a coarse-grained approximation of se...
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01/23/2023
Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning
Most Transformer language models are primarily pretrained on English tex...
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03/28/2022
Specialized Document Embeddings for Aspect-based Similarity of Research Papers
Document embeddings and similarity measures underpin content-based recom...
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03/17/2022
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information
Transformer-based language models usually treat texts as linear sequence...
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02/14/2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Learning scientific document representations can be substantially improv...
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09/16/2021
A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles
Literature recommendation systems (LRS) assist readers in the discovery ...
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04/28/2021
Evaluating Document Representations for Content-based Legal Literature Recommendations
Recommender systems assist legal professionals in finding relevant liter...
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12/04/2020
ARQMath Lab: An Incubator for Semantic Formula Search in zbMATH Open?
The zbMATH database contains more than 4 million bibliographic entries. ...
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10/13/2020
Aspect-based Document Similarity for Research Papers
Traditional document similarity measures provide a coarse-grained distin...
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08/01/2020
Contextual Document Similarity for Content-based Literature Recommender Systems
To cope with the ever-growing information overload, an increasing number...
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05/27/2020
Towards an Open Platform for Legal Information
Recent advances in the area of legal information systems have led to a v...
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04/25/2020
QURATOR: Innovative Technologies for Content and Data Curation
In all domains and sectors, the demand for intelligent systems to suppor...
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04/25/2020
Towards Discourse Parsing-inspired Semantic Storytelling
Previous work of ours on Semantic Storytelling uses text analytics proce...
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03/29/2020
Named Entities in Medical Case Reports: Corpus and Experiments
We present a new corpus comprising annotations of medical entities in ca...
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03/22/2020
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles
Many digital libraries recommend literature to their users considering t...
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09/18/2019