Neural Architectures for Named Entity Recognition

Comunicacio presentada a la 2016 Conference of the North American Chapter of the Association for Computational Linguistics, celebrada a San Diego (CA, EUA) els dies 12 a 17 de juny 2016.

cs.CL Biology Computer Science

Source

Paper

References (49)

01Training with Exploration Improves a Greedy Stack LSTM ParserMiguel Ballesteros, Yoav Goldberg, Chris Dyer et al.2016 · Conference on Empirical Methods in Natural Language Processing · 77 citations In Library

02Multilingual Language Processing From BytesD. Gillick, Clifford Brunk, O. Vinyals et al.2015 · North American Chapter of the Association for Computational Linguistics · 229 citations In Library

03Named Entity Recognition with Bidirectional LSTM-CNNsJason P. C. Chiu, Eric Nichols2015 · Transactions of the Association for Computational Linguistics · 2.0k citations In Library

04Character-level Convolutional Networks for Text ClassificationXiang Zhang, J. Zhao, Yann LeCun2015 · Neural Information Processing Systems · 7.2k citations In Library

05Not All Contexts Are Created Equal: Better Word Representations with Variable AttentionWang Ling, Yulia Tsvetkov, Silvio Amir et al.2015 · Conference on Empirical Methods in Natural Language Processing · 142 citations

06Character-Aware Neural Language ModelsYoon Kim, Yacine Jernite, D. Sontag et al.2015 · AAAI Conference on Artificial Intelligence · 1.7k citations In Library

07Finding Function in Form: Compositional Character Models for Open Vocabulary Word RepresentationWang Ling, Chris Dyer, A. Black et al.2015 · Conference on Empirical Methods in Natural Language Processing · 648 citations In Library

08Bidirectional LSTM-CRF Models for Sequence TaggingZhiheng Huang, W. Xu, Kai Yu2015 · arXiv.org · 4.5k citations In Library

09End-to-end learning of semantic role labeling using recurrent neural networksJie Zhou, W. Xu2015 · Annual Meeting of the Association for Computational Linguistics · 360 citations

10Transition-Based Dependency Parsing with Stack Long Short-Term MemoryChris Dyer, Miguel Ballesteros, Wang Ling et al.2015 · Annual Meeting of the Association for Computational Linguistics · 818 citations In Library

11Boosting Named Entity Recognition with Neural Character EmbeddingsC. D. Santos, Victor Guimarães2015 · NEWS@ACL · 343 citations In Library

12Enhancing of chemical compound and drug name recognition using representative tag scheme and fine-grained tokenizationHong-Jie Dai, Po-Ting Lai, Yung-Chun Chang et al.2015 · Journal of Cheminformatics · 75 citations

Scroll for more · 37 remaining

Similar papers

Named Entity Recognition in English TextRachna Jain, Abhishek Sharma, Gouri Sankar Mishra et al.2020 · Journal of Physics Conference Series · 5 citations In Library

Neural Language Modeling for Named Entity RecognitionZhihong Lei, Weiyue Wang, Christian Dugast et al.2020 · International Conference on Computational Linguistics · 1 citation In Library

Enhancing Named Entity Recognition Through Neural ArchitecturesWajiha Abdul Shakir2024 In Library

Investigation on Data Adaptation Techniques for Neural Named Entity RecognitionEvgeniia Tokarchuk, David Thulke, Weiyue Wang et al.2021 In Library

FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity RecognitionHongyin Zhu, Wenpeng Hu, Yi Zeng2019 · Natural Language Processing and Chinese Computing · 7 citations In Library

Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkStephen Mayhew, Terra Blevins, Shuheng Liu et al.2024 In Library

Coreference Aware Representation Learning for Neural Named Entity RecognitionZeyu Dai, Hongliang Fei, Ping Li2019 · International Joint Conference on Artificial Intelligence · 20 citations In Library

SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen EntitiesHyunjong Ok, Taeho Kil, Sukmin Seo et al.2024 In Library

Hierarchical Contextualized Representation for Named Entity RecognitionYing Luo, Fengshun Xiao, Hai Zhao2020 · Proceedings of the AAAI Conference on Artificial Intelligence In Library

Hierarchical Contextualized Representation for Named Entity RecognitionYing Luo, Fengshun Xiao, Zhao Hai2019 · AAAI Conference on Artificial Intelligence · 141 citations In Library

Patents near this paper

NEURAL MODELS FOR NAMED-ENTITY RECOGNITIONUS 11,295,083 · AMAZON TECHNOLOGIES, INC. · 2022 Systems and Methods for Named Entity RecognitionUS 11,436,481 · SALESFORCE.COM, INC. · 2022 COREFERENCE-AWARE REPRESENTATION LEARNING FOR NEURAL NAMED ENTITY RECOGNITIONUS 11,354,506 · BAIDU USA LLC · 2022 DEEP HYBRID NEURAL NETWORK FOR NAMED ENTITY RECOGNITIONUS 11,593,558 · EBAY INC. · 2023 Low Resource Named Entity Recognition for Sensitive Personal InformationUS 11,755,839 · INTERNATIONAL BUSINESS MACHINES CORPORATION · 2023

Source of record

arXiv