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Transformers

9,294 papers

Papers per year

Papers

ACT: an Attentive Convolutional Transformer for Efficient Text Classification AAAI 2021
An Efficient Transformer Decoder with Compressed Sub-layers AAAI 2021
An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information AAAI 2021
Faster Depth-Adaptive Transformers AAAI 2021
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation AAAI 2021
On Scalar Embedding of Relative Positions in Attention Models AAAI 2021
Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention AAAI 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021
Multi-Document Transformer for Personality Detection AAAI 2021
Contrastive Triple Extraction with Generative Transformer AAAI 2021
Probing Product Description Generation via Posterior Distillation AAAI 2021
Writing Polishment with Simile: Task, Dataset and A Neural Approach AAAI 2021
Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching AAAI 2021
Future-Guided Incremental Transformer for Simultaneous Translation AAAI 2021
Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021
Degree Planning with PLAN-BERT: Multi-Semester Recommendation Using Future Courses of Interest AAAI 2021
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021
Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract) AAAI 2021
LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract) AAAI 2021
ITRIX - an AI Enabled Solution for Orchestration of Recovery Instructions AAAI 2021
A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment ACL 2021
PASS: Perturb-and-Select Summarizer for Product Reviews ACL 2021
Self-Supervised Multimodal Opinion Summarization ACL 2021
Cascaded Head-colliding Attention ACL 2021
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings ACL 2021