🔗 Who cites «Neural Architectures for Named Entity Recognition»

1,021 papers of our library cite it (of the 140,884 whose bibliographies we read) · 65 with a page here, the most cited first · ← the paper

1. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 3,240 citations
2. Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,609 citations
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7. CamemBERT: a Tasty French Language ModelLouis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,262 citations
8. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2018 · 1,186 citations
9. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking DatasetsYifan Peng, Shankai Yan, Zhiyong Lu2019 · 1,070 citations
10. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang2018 · 990 citations
11. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionYi Luan, Luheng He, Mari Ostendorf, et al.2018 · 933 citations
12. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
13. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 902 citations
14. End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRFXuezhe Ma, Eduard Hovy2016 · 852 citations
15. A Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 833 citations
16. Semi-supervised sequence tagging with bidirectional language modelsMatthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 786 citations
17. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui, et al.2022 · 774 citations
18. Dice Loss for Data-imbalanced NLP TasksXiaoya Li, Xiaofei Sun, Yuxian Meng, et al.2020 · 734 citations
19. ScispaCy: Fast and Robust Models for Biomedical Natural Language ProcessingMark Neumann, Daniel King, Iz Beltagy, et al.2019 · 674 citations
20. Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
21. context2vec: Learning Generic Context Embedding with Bidirectional LSTMOren Melamud, Jacob Goldberger, Ido Dagan2016 · 666 citations
22. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 648 citations
23. FLAIR: An Easy-to-Use Framework for State-of-the-Art NLPAlan Akbik, Tanja Bergmann, Duncan Blythe, et al.2019 · 645 citations
24. Harnessing Deep Neural Networks with Logic RulesZhiting Hu, Xuezhe Ma, Zhengzhong Liu, et al.2016 · 619 citations
25. Learning How to Ask: Querying LMs with Mixtures of Soft PromptsGuanghui Qin, Jason Eisner2021 · 566 citations
26. A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsVikas Yadav, Steven Bethard2018 · 565 citations
27. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma Strubell, Patrick Verga, David Belanger, et al.2017 · 544 citations
28. How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceHaoxi Zhong, Chaojun Xiao, Cunchao Tu, et al.2020 · 518 citations
29. FLAT: Chinese NER Using Flat-Lattice TransformerXiaonan Li, Hang Yan, Xipeng Qiu, et al.2020 · 503 citations
30. DyNet: The Dynamic Neural Network ToolkitGraham Neubig, Chris Dyer, Yoav Goldberg, et al.2017 · 485 citations
31. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 466 citations
32. GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun, Xiaoya Li, et al.2025 · 436 citations
33. Security and Privacy Challenges of Large Language Models: A SurveyBadhan Chandra Das, M. Hadi Amini, Yanzhao Wu2024 · 422 citations
34. Template-Based Named Entity Recognition Using BARTLeyang Cui, Yu Wu, Jian Liu, et al.2021 · 420 citations
35. Empower Sequence Labeling with Task-Aware Neural Language ModelLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 419 citations
36. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
37. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 397 citations
38. A Unified Generative Framework for Various NER SubtasksHang Yan, Tao Gui, Junqi Dai, et al.2021 · 392 citations
39. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 390 citations
40. A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 378 citations
41. Position-Aware Tagging for Aspect Sentiment Triplet ExtractionLu Xu, Hao Li, Wei Lu, et al.2020 · 370 citations
42. Few-NERD: A Few-shot Named Entity Recognition DatasetNing Ding, Guangwei Xu, Yulin Chen, et al.2021 · 334 citations
43. Massively Multilingual Transfer for NERAfshin Rahimi, Yuan Li, Trevor Cohn2019 · 328 citations
44. Learning Named Entity Tagger using Domain-Specific DictionaryJingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 301 citations
45. A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureBenjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 293 citations
46. Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor LearningYi Yang, Arzoo Katiyar2020 · 291 citations
47. Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersJue Wang, Wei Lu2020 · 286 citations
48. CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningSarkar Snigdha Sarathi Das, Arzoo Katiyar, Rebecca Passonneau, et al.2022 · 233 citations
49. GLUECoS: An Evaluation Benchmark for Code-Switched NLPSimran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
50. GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerUrchade Zaratiana, Nadi Tomeh, Pierre Holat, et al.2024 · 189 citations
51. Tuning Multilingual Transformers for Language-Specific Named Entity RecognitionMikhail Arkhipov, Maria Trofimova, Yuri Kuratov, et al.2019 · 163 citations
52. Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang2020 · 145 citations
53. Arabic aspect based sentiment analysis using bidirectional GRU based modelsMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba, et al.2021 · 127 citations
54. Anaphora Resolution with the ARRAU CorpusMassimo Poesio, Yulia Grishina, Varada Kolhatkar, et al.2018 · 81 citations
55. Wojood: Nested Arabic Named Entity Corpus and Recognition using BERTMustafa Jarrar, Mohammed Khalilia, Sana Ghanem2022 · 73 citations
56. A Neural Architecture for Dialectal Arabic SegmentationYounes Samih, Mohammed Attia, Mohamed Eldesouki, et al.2017 · 70 citations
57. Ontology-Aware Token Embeddings for Prepositional Phrase AttachmentPradeep Dasigi, Waleed Ammar, Chris Dyer, et al.2017 · 35 citations
58. Neural Modeling for Named Entities and Morphology (NEMO2)Dan Bareket, Reut Tsarfaty2021 · 32 citations
59. Multimodal Sarcasm Target Identification in TweetsJiquan Wang, Lin Sun, Yi Liu, et al.2022 · 28 citations
60. Speaker-change Aware CRF for Dialogue Act ClassificationGuokan Shang, Antoine Tixier, Michalis Vazirgiannis, et al.2020 · 23 citations
61. Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF ApproachShafiq Joty, Tasnim Mohiuddin2018 · 20 citations
62. ANEC: An Amharic Named Entity Corpus and Transformer Based RecognizerEbrahim Chekol Jibril, A. Cuneyd Tant\ug2022 · 18 citations
63. Enhancing Deep Learning with Embedded Features for Arabic Named Entity RecognitionAli L. Hatab, Caroline Sabty, Slim Abdennadher2022 · 1 citation
64. Domain-Aware Error Correction for Citation NER in Medieval Hebrew ResponsaShmuel LIebeskind, Maayan Zhitomirsky-Geffet, Binyamin Katzoff, et al.2026
65. Evaluating the Adaptability of Large Language Models to Linguistic VariationZiyan Xu, Marina Seghier, Alice Millour, et al.2026

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