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Deep Learning
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Transformers
1,816 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
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization
ACL 2023
Explaining How Transformers Use Context to Build Predictions
ACL 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
ACL 2023
Massively Multilingual Lexical Specialization of Multilingual Transformers
ACL 2023
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator
ACL 2023
Unsupervised Open-domain Keyphrase Generation
ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
ACL 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
ACL 2023
A Length-Extrapolatable Transformer
ACL 2023
Exploring Large Language Models for Classical Philology
ACL 2023
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding
ACL 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
DEplain: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification
ACL 2023
Abstractive Summarizers are Excellent Extractive Summarizers
ACL 2023
Token-Level Self-Evolution Training for Sequence-to-Sequence Learning
ACL 2023
XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE
ACL 2023
NarrowBERT: Accelerating Masked Language Model Pretraining and Inference
ACL 2023
Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints
ACL 2023
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs
ACL 2023
Efficient Out-of-Domain Detection for Sequence to Sequence Models
ACL 2023
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
ACL 2023
Encoder and Decoder, Not One Less for Pre-trained Language Model Sponsored NMT
ACL 2023
Bidirectional Transformer Reranker for Grammatical Error Correction
ACL 2023
Code Execution with Pre-trained Language Models
ACL 2023
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