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Transformers

1816 directly classified papers

Papers per year

Papers

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021
Fast and Accurate Neural Machine Translation with Translation Memory ACL 2021
Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task EMNLP 2021
BERT Cannot Align Characters EMNLP 2021
Finetuning Pretrained Transformers into Variational Autoencoders EMNLP 2021
Related Named Entities Classification in the Economic-Financial Context EACL 2021
Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words ACL 2021
Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ACL 2021
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation ACL 2021
Pre-Trained Image Processing Transformer CVPR 2021
Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs CVPR 2021
Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos CVPR 2021
General Multi-Label Image Classification With Transformers CVPR 2021
OCHADAI at SMM4H-2021 Task 5: Classifying self-reporting tweets on potential cases of COVID-19 by ensembling pre-trained language models NAACL 2021
IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets NAACL 2021
Identification of profession & occupation in Health-related Social Media using tweets in Spanish NAACL 2021
Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications NAACL 2021
BERT based Transformers lead the way in Extraction of Health Information from Social Media NAACL 2021
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021
Unleash GPT-2 Power for Event Detection ACL 2021
Document-level Event Extraction via Parallel Prediction Networks ACL 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ACL 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021
Beyond English-Centric Multilingual Machine Translation JMLR 2021