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On the linguistic representational power of neural machine translation models
Despite the recent success of deep neural networks in natural language processing and
other spheres of artificial intelligence, their interpretability remains a challenge. We analyze …
other spheres of artificial intelligence, their interpretability remains a challenge. We analyze …
NegBio: a high-performance tool for negation and uncertainty detection in radiology reports
Negative and uncertain medical findings are frequent in radiology reports, but discriminating
them from positive findings remains challenging for information extraction. Here, we propose …
them from positive findings remains challenging for information extraction. Here, we propose …
Corpora annotated with negation: An overview
Negation is a universal linguistic phenomenon with a great qualitative impact on natural
language processing applications. The availability of corpora annotated with negation is …
language processing applications. The availability of corpora annotated with negation is …
Effect of negation in sentences on sentiment analysis and polarity detection
Sentiment analysis is one of the sub-domains of Natural Language Processing (NLP) that is
of piqued interest in the research community. With the advent of e-commerce and social …
of piqued interest in the research community. With the advent of e-commerce and social …
NegBERT: a transfer learning approach for negation detection and scope resolution
A Khandelwal, S Sawant - ar** models for clinical information retrieval and decision support systems, the
discrete outcomes required for training are often missing. These labels need to be extracted …
discrete outcomes required for training are often missing. These labels need to be extracted …
Deep learning approach for negation handling in sentiment analysis
PK Singh, S Paul - IEEE Access, 2021 - ieeexplore.ieee.org
Negation handling is an important sub-task in Sentiment Analysis. Negation plays a
significant role in written text. Negation terms in sentence often changes the polarity of entire …
significant role in written text. Negation terms in sentence often changes the polarity of entire …