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Transformers

9,294 papers

Papers per year

Papers

Empathic Machines: Using Intermediate Features as Levers to Emulate Emotions in Text-To-Speech Systems NAACL 2022
Ask Me Anything in Your Native Language NAACL 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations NAACL 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation NAACL 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL 2022
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining NAACL 2022
Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection NAACL 2022
KAT: A Knowledge Augmented Transformer for Vision-and-Language NAACL 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it NAACL 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? NAACL 2022
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation NAACL 2022
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts NAACL 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims NAACL 2022
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction NAACL 2022
Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness NAACL 2022
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL 2022
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation NAACL 2022
Hero-Gang Neural Model For Named Entity Recognition NAACL 2022
Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022
Multi-Relational Graph Transformer for Automatic Short Answer Grading NAACL 2022
KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation NAACL 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022