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Deep Learning
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Transformers
9,294 papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
Linear Relational Decoding of Morphology in Language Models
NAACL 2025
Text Extraction and Script Completion in Images of Arabic Script-Based Calligraphy: A Thesis Proposal
NAACL 2025
ColorFoil: Investigating Color Blindness in Large Vision and Language Models
NAACL 2025
InstructAny2Pix: Image Editing with Multi-Modal Prompts
NAACL 2025
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection
NAACL 2025
Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax
NAACL 2025
MojoBench: Language Modeling and Benchmarks for Mojo
NAACL 2025
A Closer Look into Mixture-of-Experts in Large Language Models
NAACL 2025
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning
NAACL 2025
MoLA: MoE LoRA with Layer-wise Expert Allocation
NAACL 2025
Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?
NAACL 2025
Transformer-based Causal Language Models Perform Clustering
NAACL 2025
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding
NAACL 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence
NAACL 2025
NOTA: Multimodal Music Notation Understanding for Visual Large Language Model
NAACL 2025
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models
NAACL 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
NAACL 2025
Demystifying the Power of Large Language Models in Graph Generation
NAACL 2025
Integrating Semantic and Statistical Features for Authorial Clustering of Qumran Scrolls
NAACL 2025
Construction of NER Model in Ancient Chinese: Solution of EvaHan 2025 Challenge
NAACL 2025
Simple Named Entity Recognition (NER) System with RoBERTa for Ancient Chinese
NAACL 2025
Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model
NAACL 2025
Text-to-speech system for low-resource languages: A case study in Shipibo-Konibo (a Panoan language from Peru)
NAACL 2025
Comparing representations of long clinical texts for the task of patient-note identification
NAACL 2025
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT
NAACL 2025
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