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sequence labeling

824 papers

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SL

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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

The role of context in neural pitch accent detection in English EMNLP 2020
Mapping Local News Coverage: Precise location extraction in textual news content using fine-tuned BERT based language model EMNLP 2020
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020
Towards Modeling Revision Requirements in wikiHow Instructions EMNLP 2020
NeuSpell: A Neural Spelling Correction Toolkit EMNLP 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020
Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers EMNLP 2020
Learning Numeral Embedding EMNLP 2020
Resource-Enhanced Neural Model for Event Argument Extraction EMNLP 2020
A Pointer Network Architecture for Joint Morphological Segmentation and Tagging EMNLP 2020
Randomseed19 at SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media SEMEVAL 2020
Hierarchical Region Learning for Nested Named Entity Recognition EMNLP 2020
Dimsum @LaySumm 20 EMNLP 2020
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020
Reading the Manual: Event Extraction as Definition Comprehension EMNLP 2020
PublishInCovid19 at WNUT 2020 Shared Task-1: Entity Recognition in Wet Lab Protocols using Structured Learning Ensemble and Contextualised Embeddings EMNLP 2020
Syllable-based Neural Thai Word Segmentation COLING 2020
MIDAS at SemEval-2020 Task 10: Emphasis Selection Using Label Distribution Learning and Contextual Embeddings SEMEVAL 2020
An Analysis of Simple Data Augmentation for Named Entity Recognition COLING 2020
Joint Persian Word Segmentation Correction and Zero-Width Non-Joiner Recognition Using BERT COLING 2020
Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition COLING 2020
Neural Language Modeling for Named Entity Recognition COLING 2020
SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus COLING 2020
Tracing Traditions: Automatic Extraction of Isnads from Classical Arabic Texts COLING 2020
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model SEMEVAL 2020