[HTML][HTML] Innovating patent retrieval: a comprehensive review of techniques, trends, and challenges in prior art searches
As the patent landscape continues to grow, so does the complexity of retrieving relevant
“prior art”,“background art”, or “state of the art” from an expanding pool of publicly available …
“prior art”,“background art”, or “state of the art” from an expanding pool of publicly available …
A survey on deep learning for patent analysis
Patent document collections are an immense source of knowledge for research and
innovation communities worldwide. The rapid growth of the number of patent documents …
innovation communities worldwide. The rapid growth of the number of patent documents …
Domain-specific word embeddings for patent classification
Purpose Patent offices and other stakeholders in the patent domain need to classify patent
applications according to a standardized classification scheme. The purpose of this paper is …
applications according to a standardized classification scheme. The purpose of this paper is …
Hierarchical document classification as a sequence generation task
Hierarchical classification schemes are an effective and natural way to organize large
document collections. However, complex schemes make the manual classification time …
document collections. However, complex schemes make the manual classification time …
Fasttext-based intent detection for inflected languages
Intent detection is one of the main tasks of a dialogue system. In this paper, we present our
intent detection system that is based on fastText word embeddings and a neural network …
intent detection system that is based on fastText word embeddings and a neural network …
A Comprehensive Survey on AI-based Methods for Patents
Recent advancements in Artificial Intelligence (AI) and machine learning have demonstrated
transformative capabilities across diverse domains. This progress extends to the field of …
transformative capabilities across diverse domains. This progress extends to the field of …
AI for patents: A novel yet effective and efficient framework for patent analysis
Patents provide inventors exclusive rights to their inventions by protecting their intellectual
property rights. However, analyzing patent documents generally requires knowledge of …
property rights. However, analyzing patent documents generally requires knowledge of …
Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification
When labels are organized into a meaningful taxonomy, the parent-child relationship
between labels at different levels can give the classifier additional information not deducible …
between labels at different levels can give the classifier additional information not deducible …
[PDF][PDF] Evaluating the effectiveness of static word embeddings on the classification of it support tickets
Y Wahba, NH Madhavji… - Proceedings of the 30th …, 2020 - researchgate.net
Support tickets are service requests, initiated by a system's endusers when they encounter
issues with their system. With a wide user-base and system issues, there will be an ongoing …
issues with their system. With a wide user-base and system issues, there will be an ongoing …
Repertoires of research value: performing societal impact across countries
K Williams, S Michalska - Research Evaluation, 2025 - academic.oup.com
In recent years, research policy has increasingly prioritized the societal impact of academic
work, emphasizing external relevance, public value, and collective benefit. In many …
work, emphasizing external relevance, public value, and collective benefit. In many …