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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
Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints
ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation
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
Multilingual Sequence-to-Sequence Models for Hebrew NLP
ACL 2023
Transformer-based Hebrew NLP models for Short Answer Scoring in Biology
ACL 2023
ISIKSumm at BioLaySumm Task 1: BART-based Summarization System Enhanced with Bio-Entity Labels
ACL 2023
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension
ACL 2023
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding
ACL 2023
Causes and Cures for Interference in Multilingual Translation
ACL 2023
Massively Multilingual Lexical Specialization of Multilingual Transformers
ACL 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
ACL 2023
Exploring Large Language Models for Classical Philology
ACL 2023
DEplain: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification
ACL 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition
ACL 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling
ACL 2023
Dynamic Routing Transformer Network for Multimodal Sarcasm Detection
ACL 2023
Binary and Ternary Natural Language Generation
ACL 2023
Explaining How Transformers Use Context to Build Predictions
ACL 2023
Abstractive Summarizers are Excellent Extractive Summarizers
ACL 2023
Token-Level Self-Evolution Training for Sequence-to-Sequence Learning
ACL 2023
Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues
ACL 2023
Scale-Aware Modulation Meet Transformer
ICCV 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation
ICCV 2023
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers
ICCV 2023
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