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Deep Learning
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Transformers
1816 directly classified papers
Papers per year
2016: 1
2017: 10
2018: 45
2019: 126
2020: 259
2021: 298
2022: 359
2023: 237
2024: 226
2025: 251
2026: 4
Papers
NarrowBERT: Accelerating Masked Language Model Pretraining and Inference
ACL 2023
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers
ICCV 2023
Token-Level Self-Evolution Training for Sequence-to-Sequence Learning
ACL 2023
Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints
ACL 2023
Causes and Cures for Interference in Multilingual Translation
ACL 2023
DEplain: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification
ACL 2023
TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine Perception
ICCV 2023
Abstractive Summarizers are Excellent Extractive Summarizers
ACL 2023
Bidirectional Transformer Reranker for Grammatical Error Correction
ACL 2023
Towards Example-Based NMT with Multi-Levenshtein Transformers
EMNLP 2023
Massively Multilingual Lexical Specialization of Multilingual Transformers
ACL 2023
Exploring Large Language Models for Classical Philology
ACL 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
ACL 2023
Improving Transformer-based Program Repair Model through False Behavior Diagnosis
EMNLP 2023
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding
ACL 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition
ACL 2023
Dynamic Routing Transformer Network for Multimodal Sarcasm Detection
ACL 2023
Explaining How Transformers Use Context to Build Predictions
ACL 2023
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension
ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation
ACL 2023
MaskSketch: Unpaired Structure-Guided Masked Image Generation
CVPR 2023
Binary and Ternary Natural Language Generation
ACL 2023
How Does Generative Retrieval Scale to Millions of Passages?
EMNLP 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling
ACL 2023
Multilingual Sequence-to-Sequence Models for Hebrew NLP
ACL 2023
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