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

X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021

FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP 2021

Generating CCG Categories AAAI 2021

Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021

UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection ACL 2021

SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration AAAI 2021

ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision EMNLP 2021

Improving Arabic Diacritization with Regularized Decoding and Adversarial Training ACL 2021

Splitting EUD Graphs into Trees: A Quick and Clatty Approach ACL 2021

HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection ACL 2021

Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path ACL 2021

Auxiliary Sequence Labeling Tasks for Disfluency Detection INTERSPEECH 2021

UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and ToxicBERT Comment Classification ACL 2021

YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection ACL 2021

SemEval-2021 Task 5: Toxic Spans Detection ACL 2021

SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021

MLBiNet: A Cross-Sentence Collective Event Detection Network IJCNLP 2021

Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021

Robust PDF Document Conversion using Recurrent Neural Networks AAAI 2021

On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021

YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles IJCNLP 2021

Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021

Incorporating External POS Tagger for Punctuation Restoration INTERSPEECH 2021

The Flipped Classroom model for teaching Conditional Random Fields in an NLP course NAACL 2021

Guided Attention Network for Concept Extraction IJCAI 2021