Results 11 to 20 of about 9,135 (197)
A neural Entity Coreference Resolution review [PDF]
Expert Systems with Applications, 2021 Entity Coreference Resolution is the task of resolving all mentions in a document that refer to the same real world entity and is considered as one of the most difficult tasks in natural language understanding. It is of great importance for downstream natural language processing tasks such as entity linking, machine translation, summarization, chatbots,
Stylianou, Nikolaos, Vlahavas, Ioannis
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Within-Document Arabic Event Coreference: Challenges, Datasets, Approaches and Future Direction
Applied 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
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End to End Chinese Coreference Resolution with Structural Information [PDF]
Jisuanji 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
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Anaphora and coreference resolution: A review [PDF]
Information Fusion, 2020 Entity resolution aims at resolving repeated references to an entity in a document and forms a core component of natural language processing (NLP) research. This field possesses immense potential to improve the performance of other NLP fields like machine translation, sentiment analysis, paraphrase detection, summarization, etc.
Sukthanker, Rhea +3 more
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Coreference Resolution for Improving Performance Measures of Classification Tasks
Applied 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
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Research on Coreference Resolution Based on Chinese Frame Semantics [PDF]
Jisuanji 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
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Multilingual coreference resolution [PDF]
Proceedings of the sixth conference on Applied natural language processing -, 2000 In this paper we present a new, multilingual data-driven method for coreference resolution as implemented in the SWIZZLE system. The results obtained after training this system on a bilingual corpus of English and Romanian tagged texts, outperformed coreference resolution in each of the individual languages.
Sanda M. Harabagiu, Steven J. Maiorano
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Word-Level Coreference Resolution [PDF]
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021 Recent coreference resolution models rely heavily on span representations to find coreference links between word spans. As the number of spans is $O(n^2)$ in the length of text and the number of potential links is $O(n^4)$, various pruning techniques are necessary to make this approach computationally feasible.
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Frontiers 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
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Collaborative Partitioning for Coreference Resolution [PDF]
Proceedings of the 21st Conference on Computational Natural Language
Learning (CoNLL 2017), 2017 This paper presents a collaborative partitioning algorithm—a novel ensemble-based approach to coreference resolution. Starting from the all-singleton partition, we search for a solution close to the ensemble’s outputs in terms of a task-specific similarity measure.
Olga Uryupina, Alessandro Moschitti
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