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Transformers

9,294 papers

Papers per year

Papers

Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation ACL 2021
More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021
Attention Calibration for Transformer in Neural Machine Translation ACL 2021
Diverse Pretrained Context Encodings Improve Document Translation ACL 2021
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention ACL 2021
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition ACL 2021
Improving Formality Style Transfer with Context-Aware Rule Injection ACL 2021
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ACL 2021
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ACL 2021
Glancing Transformer for Non-Autoregressive Neural Machine Translation ACL 2021
BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks ACL 2021
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic ACL 2021
IrEne: Interpretable Energy Prediction for Transformers ACL 2021
PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021
Lightweight Cross-Lingual Sentence Representation Learning ACL 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021
G-Transformer for Document-Level Machine Translation ACL 2021
Structural Guidance for Transformer Language Models ACL 2021
Self-Attention Networks Can Process Bounded Hierarchical Languages ACL 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering ACL 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021
Reservoir Transformers ACL 2021