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Transformers

9,294 papers

Papers per year

Papers

Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021
Grouped-Attention for Content-Selection and Content-Plan Generation EMNLP 2021
On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021
Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021
Geo-BERT Pre-training Model for Query Rewriting in POI Search EMNLP 2021
MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021
Multilingual Translation via Grafting Pre-trained Language Models EMNLP 2021
Counter-Interference Adapter for Multilingual Machine Translation EMNLP 2021
Progressive Transformer-Based Generation of Radiology Reports EMNLP 2021
Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus EMNLP 2021
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence EMNLP 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference EMNLP 2021
Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling EMNLP 2021
LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization EMNLP 2021
Neural Unification for Logic Reasoning over Natural Language EMNLP 2021
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021
Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP 2021
NICE: Neural Image Commenting with Empathy EMNLP 2021
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks EMNLP 2021
KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021
Comprehensive Punctuation Restoration for English and Polish EMNLP 2021
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation EMNLP 2021