2021ACL 命名实体识别论文汇总

Posted 2021-08-19 2016bits

2021 ACL已接受论文网址：https://2021.aclweb.org/program/accept/

命名实体识别论文汇总：

1、Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

论文链接：https://arxiv.org/abs/2106.08977

2、Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition

论文链接：https://arxiv.org/abs/2105.06804

3、Subsequence Based Deep Active Learning for Named Entity Recognition

论文链接：https://www.researchgate.net/profile/Aldo-Lipani/publication/351885762_Subsequence_Based_Deep_Active_Learning_for_Named_Entity_Recognition/links/60aed5b8458515bfb0a6893a/Subsequence-Based-Deep-Active-Learning-for-Named-Entity-Recognition.pdf

4、BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition

论文链接：https://arxiv.org/abs/2105.12848

5、Few-NERD: A Few-shot Named Entity Recognition Dataset

论文链接：https://arxiv.org/abs/2105.07464

6、Modularized Interaction Network for Named Entity Recognition

论文链接：https://personal.ntu.edu.sg/wang_zheng/paper/ACL2021.pdf

7、A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition

论文链接：https://arxiv.org/abs/2106.14373

8、An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization

9、Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

论文链接：https://arxiv.org/abs/2105.03654

10、Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification

11、Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition

论文链接：https://arxiv.org/abs/2106.15167

12、Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path

13、MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition

论文链接：https://arxiv.org/abs/2107.05418

14、De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention

论文链接：https://arxiv.org/abs/2106.09233

15、Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition

论文链接：https://arxiv.org/abs/2105.14980

16、Discontinuous Named Entity Recognition as Maximal Clique Discovery

论文链接：https://arxiv.org/abs/2106.00218

17、Weakly Supervised Named Entity Tagging with Learnable Logical Rules

论文链接：https://arxiv.org/abs/2107.02282

18、SpanNER: Named Entity Re-/Recognition as Span Prediction

论文链接：https://arxiv.org/abs/2106.00641

19、A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization

20、Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition

21、Improving Model Generalization: A Chinese Named Entity Recognition Case Study

22、Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition

23、Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition

24、Toward Fully Exploiting Heterogeneous Corpus: A Decoupled Named Entity Recognition Model with Two-stage Training

25、Template-Based Named Entity Recognition Using BART

论文链接：https://arxiv.org/abs/2106.01760

26、Named Entity Recognition through Deep Representation Learning and Weak Supervision

27、The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English

28、Constrained Labeled Data Generation for Low-Resource Named Entity Recognition

29、Named Entity Recognition via Noise Aware Training Mechanism with Data Filter

30、A Multi-Task Approach for Improving Biomedical Named Entity Recognition by Incorporating Multi-Granularity information

31、Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts