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Transformers

10,397 papers

Papers per year

6
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Papers

On Biasing Transformer Attention Towards Monotonicity NAACL 2021
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021
Does Structure Matter? Encoding Documents for Machine Reading Comprehension NAACL 2021
Seq2Emo: A Sequence to Multi-Label Emotion Classification Model NAACL 2021
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks NAACL 2021
Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters NAACL 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization NAACL 2021
Attention Head Masking for Inference Time Content Selection in Abstractive Summarization NAACL 2021
Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications NAACL 2021
On the Transformer Growth for Progressive BERT Training NAACL 2021
ReadTwice: Reading Very Large Documents with Memories NAACL 2021
SCRIPT: Self-Critic PreTraining of Transformers NAACL 2021
AMR Parsing with Action-Pointer Transformer NAACL 2021
Hierarchical Transformer for Task Oriented Dialog Systems NAACL 2021
IceSum: An Icelandic Text Summarization Corpus NAACL 2021
Syntax-Based Attention Masking for Neural Machine Translation NAACL 2021
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach NAACL 2021
Pretrained Transformers for Text Ranking: BERT and Beyond NAACL 2021
Beyond Paragraphs: NLP for Long Sequences NAACL 2021
LightSeq: A High Performance Inference Library for Transformers NAACL 2021
Ayuuk-Spanish Neural Machine Translator NAACL 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities NAACL 2021
WBI at MEDIQA 2021: Summarizing Consumer Health Questions with Generative Transformers NAACL 2021
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization NAACL 2021
Optum at MEDIQA 2021: Abstractive Summarization of Radiology Reports using simple BART Finetuning NAACL 2021