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Transformers

1816 directly classified papers

Papers per year

Papers

EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP 2021
fBERT: A Neural Transformer for Identifying Offensive Content EMNLP 2021
On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021
Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP 2021
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN EMNLP 2021
A howling success or a working sea? Testing what BERT knows about metaphors EMNLP 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
Relating Neural Text Degeneration to Exposure Bias EMNLP 2021
Variation and generality in encoding of syntactic anomaly information in sentence embeddings EMNLP 2021
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection EMNLP 2021
Corporate Bankruptcy Prediction with Domain-Adapted BERT EMNLP 2021
Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021
BARTScore: Evaluating Generated Text as Text Generation NIPS 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information ACL 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data ACL 2021
DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling ACL 2021
Mention Flags (MF): Constraining Transformer-based Text Generators ACL 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation ACL 2021
What Context Features Can Transformer Language Models Use? ACL 2021
Improving Zero-Shot Translation by Disentangling Positional Information ACL 2021
Attention Calibration for Transformer in Neural Machine Translation ACL 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021
Glancing Transformer for Non-Autoregressive Neural Machine Translation ACL 2021
Optimizing Deeper Transformers on Small Datasets ACL 2021