← Models
Deep Learning › Models ›

Transformers

1816 directly classified papers

Papers per year

Papers

Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer EMNLP 2022
Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation EMNLP 2022
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection EMNLP 2022
Transforming Sequence Tagging Into A Seq2Seq Task EMNLP 2022
LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022
Is it out yet? Automatic Future Product Releases Extraction from Web Data EMNLP 2022
Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification EMNLP 2022
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022
Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022
How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers EMNLP 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
Table-To-Text generation and pre-training with TabT5 EMNLP 2022
SlovakBERT: Slovak Masked Language Model EMNLP 2022
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022
Garden Path Traversal in GPT-2 EMNLP 2022
Probing the representations of named entities in Transformer-based Language Models EMNLP 2022
1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector EMNLP 2022
Political Event Coding as Text-to-Text Sequence Generation EMNLP 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022
SPOCK @ Causal News Corpus 2022: Cause-Effect-Signal Span Detection Using Span-Based and Sequence Tagging Models EMNLP 2022
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022
ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification EMNLP 2022