Speculation Detection
3 papers with code • 0 benchmarks • 0 datasets
Identifying information in text that is speculative as opposed to factual information.
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Most implemented papers
Resolving the Scope of Speculation and Negation using Transformer-Based Architectures
adityak6798/Transformers-For-Negation-and-Speculation
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Speculation is a naturally occurring phenomena in textual data, forming an integral component of many systems, especially in the biomedical information retrieval domain.
Multitask Learning of Negation and Speculation using Transformers
adityak6798/Transformers-For-Negation-and-Speculation
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Detecting negation and speculation in language has been a task of considerable interest to the biomedical community, as it is a key component of Information Extraction systems from Biomedical documents.
Shall We Trust All Relational Tuples by Open Information Extraction? A Study on Speculation Detection
We formally define the research problem of tuple-level speculation detection and conduct a detailed data analysis on the LSOIE dataset which contains labels for speculative tuples.
