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transformer architecture

1555 papers

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Also known as

TTE STTR TGT DIT ENT BERT DETR ROBERTA TA

Co-occurring keywords

attention mechanism (3975) neural machine translation (2310) transformer model (1988) representation learning (6174) language model (4573) neural network (6616) self-attention mechanism (350) multimodal learning (4622) machine translation (2472) large language model (12755)

Papers

On the Computational Power of Transformers and Its Implications in Sequence Modeling EMNLP 2020
Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations AAAI 2020
Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation EMNLP 2020
How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020
ActBERT: Learning Global-Local Video-Text Representations CVPR 2020
Meshed-Memory Transformer for Image Captioning CVPR 2020
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers COLING 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters COLING 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles COLING 2020
Lee at SemEval-2020 Task 12: A BERT Model Based on the Maximum Self-ensemble Strategy for Identifying Offensive Language COLING 2020
German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis COLING 2020
Modularized Transfomer-based Ranking Framework EMNLP 2020
Evolved Speech-Transformer: Applying Neural Architecture Search to End-to-End Automatic Speech Recognition INTERSPEECH 2020
Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL 2020
Transformer Hawkes Process ICML 2020
Stabilizing Transformers for Reinforcement Learning ICML 2020
Working Memory Graphs ICML 2020
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020
Learning to Generate Clinically Coherent Chest X-Ray Reports EMNLP 2020
Elhuyar submission to the Biomedical Translation Task 2020 on terminology and abstracts translation EMNLP 2020
All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection INTERSPEECH 2020
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces INTERSPEECH 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
Overview of the SustaiNLP 2020 Shared Task EMNLP 2020
COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning NIPS 2020