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Transformers

1816 directly classified papers

Papers per year

Papers

Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL 2021
Extending Neural Keyword Extraction with TF-IDF tagset matching EACL 2021
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? EACL 2021
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers EMNLP 2021
Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021
Court Opinion Generation from Case Fact Description with Legal Basis AAAI 2021
Probing Product Description Generation via Posterior Distillation AAAI 2021
Multi-Document Transformer for Personality Detection AAAI 2021
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis AAAI 2021
Learning Light-Weight Translation Models from Deep Transformer AAAI 2021
Humor Knowledge Enriched Transformer for Understanding Multimodal Humor AAAI 2021
Analogy Training Multilingual Encoders AAAI 2021
Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021
Segatron: Segment-Aware Transformer for Language Modeling and Understanding AAAI 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021
Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning AAAI 2021
Dynamic Graph Transformer for Implicit Tag Recognition EACL 2021
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation INTERSPEECH 2021
Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios INTERSPEECH 2021
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers INTERSPEECH 2021
End to End Transformer-Based Contextual Speech Recognition Based on Pointer Network INTERSPEECH 2021