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Transformers

1816 directly classified papers

Papers per year

Papers

Non-Autoregressive Text Generation with Pre-trained Language Models EACL 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization EMNLP 2021
How much pretraining data do language models need to learn syntax? EMNLP 2021
Dealing with Typos for BERT-based Passage Retrieval and Ranking EMNLP 2021
What’s Hidden in a One-layer Randomly Weighted Transformer? EMNLP 2021
A Simple and Effective Positional Encoding for Transformers EMNLP 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021
Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings EMNLP 2021
Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries ACL 2021
Multilingual Agreement for Multilingual Neural Machine Translation ACL 2021
Exploring Listwise Evidence Reasoning with T5 for Fact Verification ACL 2021
Learning to Generate Task-Specific Adapters from Task Description ACL 2021
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction ACL 2021
Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ACL 2021
Issues with Entailment-based Zero-shot Text Classification ACL 2021
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ACL 2021
STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media EMNLP 2021
Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021
On the Robustness of Vision Transformers to Adversarial Examples ICCV 2021
Learning Multi-Scene Absolute Pose Regression With Transformers ICCV 2021
Context-Aware Scene Graph Generation With Seq2Seq Transformers ICCV 2021
Rethinking Spatial Dimensions of Vision Transformers ICCV 2021
Understanding Robustness of Transformers for Image Classification ICCV 2021
LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference ICCV 2021