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transformer encoder
transformer encoder
224 papers
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text classification
(6793)
named entity recognition
(2813)
attention mechanism
(4001)
self-supervised learning
(3777)
multi-task learning
(2575)
representation learning
(6206)
semantic segmentation
(3186)
transformer model
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automatic speech recognition
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sequence labeling
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Papers
GECToR – Grammatical Error Correction: Tag, Not Rewrite
ACL 2020
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders
SEMEVAL 2020
Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease
AACL 2020
Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing
ACL 2020
A Generative Approach to Titling and Clustering Wikipedia Sections
ACL 2020
Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition
INTERSPEECH 2020
Combining Fine-Tuning with a Feature-Based Approach for Aspect Extraction on Reviews (Student Abstract)
AAAI 2020
Character aware models with similarity learning for metaphor detection
ACL 2020
Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis
AACL 2020
Joint Entity and Relation Extraction with a Hybrid Transformer and Reinforcement Learning Based Model
AAAI 2020
CoLAKE: Contextualized Language and Knowledge Embedding
COLING 2020
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders
COLING 2020
Improving Constituency Parsing with Span Attention
EMNLP 2020
Porous Lattice Transformer Encoder for Chinese NER
COLING 2020
An Empirical Investigation of Contextualized Number Prediction
EMNLP 2020
Transformer and seq2seq model for Paraphrase Generation
EMNLP 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
ACL 2019
MIPT System for World-Level Quality Estimation
ACL 2019
Localizing Unseen Activities in Video via Image Query
IJCAI 2019
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
ACL 2019
Improving Answer Selection and Answer Triggering using Hard Negatives
EMNLP 2019
Lattice-Based Transformer Encoder for Neural Machine Translation
ACL 2019
Extracting Syntactic Trees from Transformer Encoder Self-Attentions
EMNLP 2018
Constituency Parsing with a Self-Attentive Encoder
ACL 2018
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