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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

HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection IJCNLP 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans IJCNLP 2021
WVOQ at SemEval-2021 Task 6: BART for Span Detection and Classification IJCNLP 2021
YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection IJCNLP 2021
Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data IJCNLP 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition ACL 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing ACL 2021
KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research SEMEVAL 2021
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques SEMEVAL 2021
Torch-Struct: Deep Structured Prediction Library ACL 2020
Discontinuous Constituent Parsing as Sequence Labeling EMNLP 2020
Chinese Grammatical Error Diagnosis Based on RoBERTa-BiLSTM-CRF Model AACL 2020
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information EMNLP 2020
An Investigation of Potential Function Designs for Neural CRF EMNLP 2020
Multiˆ2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT EMNLP 2020
Context-aware Stand-alone Neural Spelling Correction EMNLP 2020
A Hybrid System for NLPTEA-2020 CGED Shared Task AACL 2020
Attention-based Multi-level Feature Fusion for Named Entity Recognition IJCAI 2020
Fast and Accurate Neural CRF Constituency Parsing IJCAI 2020
A Relation-Specific Attention Network for Joint Entity and Relation Extraction IJCAI 2020
Evaluating a Bi-LSTM Model for Metaphor Detection in TOEFL Essays ACL 2020
Chinese Grammatical Error Diagnosis with Graph Convolution Network and Multi-task Learning AACL 2020
Focal Loss for Punctuation Prediction INTERSPEECH 2020
Deep Active Learning for Sequence Labeling Based on Diversity and Uncertainty in Gradient AACL 2020
Learning Sparse Sharing Architectures for Multiple Tasks AAAI 2020