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sequence labeling

824 papers

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Also known as

CRF SL NER

Co-occurring keywords

named entity recognition (2801) conditional random field (494) neural network (6616) text classification (6776) bidirectional lstm (430) part-of-speech tagging (521) transfer learning (5442) attention mechanism (3975) recurrent neural network (1790) multi-task learning (2556)

Papers

Robustness of Demonstration-based Learning Under Limited Data Scenario EMNLP 2022
The UMD Submission to the Explainable MT Quality Estimation Shared Task: Combining Explanation Models with Sequence Labeling EMNLP 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ACL 2021
Automatic rule generation for time expression normalization EMNLP 2021
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model EMNLP 2021
Treasures Outside Contexts: Improving Event Detection via Global Statistics EMNLP 2021
Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification NAACL 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021
Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling EMNLP 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021
BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation SEMEVAL 2021
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision EMNLP 2021
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision EMNLP 2021
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021
SemEval-2021 Task 5: Toxic Spans Detection SEMEVAL 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection IJCNLP 2021
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles IJCNLP 2021
Discontinuous Named Entity Recognition as Maximal Clique Discovery IJCNLP 2021
SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection ACL 2021
SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection SEMEVAL 2021
MLBiNet: A Cross-Sentence Collective Event Detection Network IJCNLP 2021
CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021
Self-Adapter at SemEval-2021 Task 10: Entropy-based Pseudo-Labeler for Source-free Domain Adaptation ACL 2021
Intent Classification and Slot Filling for Privacy Policies IJCNLP 2021
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021