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Distinguished representation of identical mentions in bio-entity coreference resolution [PDF]

open access: yesBMC Medical Informatics and Decision Making, 2022
Background Bio-entity Coreference Resolution (CR) is a vital task in biomedical text mining. An important issue in CR is the differential representation of identical mentions as their similar representations may make the coreference more puzzling ...
Yufei Li   +6 more
doaj   +2 more sources

Argument centric causal intervention for cross document event coreference resolution [PDF]

open access: yesScientific Reports
Cross-document event coreference resolution (CD-ECR) is a fundamental task in natural language processing (NLP) that seeks to determine whether event mentions across multiple documents refer to the same real-world occurrence.
Long Yao   +5 more
doaj   +2 more sources

Mehr: A Persian Coreference Resolution Corpus [PDF]

open access: yesJournal of Artificial Intelligence and Data Mining, 2023
Coreference resolution is one of the essential tasks of natural languageprocessing. This task identifies all in-text expressions that refer to thesame entity in the real world. Coreference resolution is used in otherfields of natural language processing,
Hassan Haji Mohammadi   +3 more
doaj   +1 more source

Within-Document Arabic Event Coreference: Challenges, Datasets, Approaches and Future Direction

open access: yesApplied Sciences, 2023
Event coreference resolution is a crucial component in Natural Language Processing (NLP) applications as it directly affects text summarization, machine translation, classification, and textual entailment.
Mohammed Aldawsari   +2 more
doaj   +1 more source

Bio-SCoRes: A Smorgasbord Architecture for Coreference Resolution in Biomedical Text. [PDF]

open access: yesPLoS ONE, 2016
Coreference resolution is one of the fundamental and challenging tasks in natural language processing. Resolving coreference successfully can have a significant positive effect on downstream natural language processing tasks, such as information ...
Halil Kilicoglu, Dina Demner-Fushman
doaj   +1 more source

Research on Coreference Resolution Based on Chinese Frame Semantics [PDF]

open access: yesJisuanji gongcheng, 2020
Reasoning based on frame semantics is an effective means to achieve semantic understanding in tasks such as discourse comprehension and QA system.It finds the inferential path by constructing connections between the frames of sentences in Chinese texts ...
Lü Guoying, WU Yujuan, LI Ru, ZHANG Yueping, GUAN Yong, GUO Shaoru
doaj   +1 more source

End to End Chinese Coreference Resolution with Structural Information [PDF]

open access: yesJisuanji gongcheng, 2020
On the basis of the end to end coreference resolution model proposed by LEE et al.,this paper further considers the characteristics of Chinese writing and proposes a Chinese coreference resolution model with structural information.The constituency tree ...
FU Jian, KONG Fang
doaj   +1 more source

Coreference Resolution for Improving Performance Measures of Classification Tasks

open access: yesApplied Sciences, 2023
There are several possibilities to improve classification in natural language processing tasks. In this article, we focused on the issue of coreference resolution that was applied to a manually annotated dataset of true and fake news.
Kirsten Šteflovič, Jozef Kapusta
doaj   +1 more source

Automatic Text Summarization of COVID-19 Research Articles Using Recurrent Neural Networks and Coreference Resolution

open access: yesFrontiers in Biomedical Technologies, 2020
Purpose: Pandemic COVID-19 has created an emergency for the medical community. Researchers require extensive study of scientific literature in order to discover drugs and vaccines.
Mahsa Afsharizadeh   +2 more
doaj   +1 more source

Coherence and Coreference Revisited [PDF]

open access: yesJournal of Semantics, 2007
For more than three decades, research into the psycholinguistics of pronoun interpretation has argued that hearers use various interpretation 'preferences' or 'strategies' that are associated with specific linguistic properties of antecedent expressions.
Kehler, Andrew   +3 more
openaire   +3 more sources

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