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Transformers

9,294 papers

Papers per year

Papers

A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank NAACL 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning NAACL 2022
Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens NAACL 2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction NAACL 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022
Nearest Neighbor Knowledge Distillation for Neural Machine Translation NAACL 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
CoMPM: Context Modeling with Speaker’s Pre-trained Memory Tracking for Emotion Recognition in Conversation NAACL 2022
Hyperbolic Relevance Matching for Neural Keyphrase Extraction NAACL 2022
LaMemo: Language Modeling with Look-Ahead Memory NAACL 2022
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured NAACL 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022
MOVER: Mask, Over-generate and Rank for Hyperbole Generation NAACL 2022
Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference NAACL 2022
Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention NAACL 2022
Regularized Training of Nearest Neighbor Language Models NAACL 2022
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation NAACL 2022
Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation NAACL 2022
textless-lib: a Library for Textless Spoken Language Processing NAACL 2022