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Transformers

1816 directly classified papers

Papers per year

Papers

PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation ACL 2022
Learning Confidence for Transformer-based Neural Machine Translation ACL 2022
Modeling Dual Read/Write Paths for Simultaneous Machine Translation ACL 2022
ExtEnD: Extractive Entity Disambiguation ACL 2022
Text-to-Table: A New Way of Information Extraction ACL 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022
Disentangled Sequence to Sequence Learning for Compositional Generalization ACL 2022
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ACL 2022
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure ACL 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns ACL 2022
Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data ACL 2022
KinyaBERT: a Morphology-aware Kinyarwanda Language Model ACL 2022
Finding Structural Knowledge in Multimodal-BERT ACL 2022
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing ACL 2022
Transformers in the loop: Polarity in neural models of language ACL 2022
Overcoming a Theoretical Limitation of Self-Attention ACL 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization ACL 2022
Knowledge Neurons in Pretrained Transformers ACL 2022
HYPHEN: Hyperbolic Hawkes Attention For Text Streams ACL 2022
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ACL 2022
Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ACL 2022
A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts ACL 2022
AbductionRules: Training Transformers to Explain Unexpected Inputs ACL 2022
Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models ACL 2022