Transformers

Self-Attention Attribution: Interpreting Information Interactions Inside Transformer AAAI 2021 Self-Attention Based Text Knowledge Mining for Text Detection CVPR 2021 Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning NeurIPS 2021 Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-Field Speech Recognition Interspeech 2021 Self-Attention Networks Can Process Bounded Hierarchical Languages ACL 2021 Self-Contextualized Attention for Abusive Language Identification NAACL 2021 SelfDoc: Self-Supervised Document Representation Learning CVPR 2021 Self-Supervised Multimodal Opinion Summarization ACL 2021 Self-Supervised Phonotactic Representations for Language Identification Interspeech 2021 Self-Supervised Video Hashing via Bidirectional Transformers CVPR 2021 Self Supervision for Attention Networks WACV 2021 Semantic Re-tuning with Contrastive Tension ICLR 2021 Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021 SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation ACL 2021 Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP 2021 Sentence-level Planning for Especially Abstractive Summarization EMNLP 2021 Sentence-Permuted Paragraph Generation EMNLP 2021 Seq2Emo: A Sequence to Multi-Label Emotion Classification Model NAACL 2021 Sequence Length is a Domain: Length-based Overfitting in Transformer Models EMNLP 2021 Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021 Sequence-to-Sequence Lexical Normalization with Multilingual Transformers EMNLP 2021 Serialized Multi-Layer Multi-Head Attention for Neural Speaker Embedding Interspeech 2021 Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization EMNLP 2021 Set Generation Networks for End-to-End Knowledge Base Population EMNLP 2021 Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene Interspeech 2021