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Transformers

1816 directly classified papers

Papers per year

Papers

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers ICCV 2023
TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine Perception ICCV 2023
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension ACL 2023
Causes and Cures for Interference in Multilingual Translation ACL 2023
MaskSketch: Unpaired Structure-Guided Masked Image Generation CVPR 2023
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding ACL 2023
DEplain: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification ACL 2023
Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues ACL 2023
Non-Autoregressive Sentence Ordering EMNLP 2023
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number EMNLP 2023
Angel: Enterprise Search System for the Non-Profit Industry EMNLP 2023
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition EMNLP 2023
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information EMNLP 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
Brainformers: Trading Simplicity for Efficiency ICML 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023
Future-conditioned Unsupervised Pretraining for Decision Transformer ICML 2023
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023
ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation AAAI 2023
Spatial-Spectral Transformer for Hyperspectral Image Denoising AAAI 2023
Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP 2023
Dynamic Routing Transformer Network for Multimodal Sarcasm Detection ACL 2023
Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs AAAI 2023
Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts ICML 2023