conftrace_

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 (1996) automatic speech recognition (1774) sequence labeling (824)

Papers

MarSan at SemEval-2022 Task 6: iSarcasm Detection via T5 and Sequence Learners SEMEVAL 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity SEMEVAL 2022
SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022
Effective Pretraining Objectives for Transformer-based Autoencoders EMNLP 2022
FiLM Conditioning with Enhanced Feature to the Transformer-based End-to-End Noisy Speech Recognition INTERSPEECH 2022
A Transformer-based Threshold-Free Framework for Multi-Intent NLU COLING 2022
CLaCLab at SocialDisNER: Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish Tweets COLING 2022
LwPosr: Lightweight Efficient Fine Grained Head Pose Estimation WACV 2022
Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories IJCNLP 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers CVPR 2021
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation INTERSPEECH 2021
One-Shot Voice Conversion with Speaker-Agnostic StarGAN INTERSPEECH 2021
Visio-Temporal Attention for Multi-Camera Multi-Target Association ICCV 2021
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 2021
Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021
Insights on Neural Representations for End-to-End Speech Recognition INTERSPEECH 2021
Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories ACL 2021
Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation EMNLP 2021
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction ACL 2021
WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit INTERSPEECH 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity ACL 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021
An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition INTERSPEECH 2021
Event Specific Attention for Polyphonic Sound Event Detection INTERSPEECH 2021
LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting ACL 2021