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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
Jamo-Level Subword Tokenization in Low-Resource Korean Machine Translation
NAACL 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages
NAACL 2025
Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models
NAACL 2025
Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole
NAACL 2025
Probing Internal Representations of Multi-Word Verbs in Large Language Models
NAACL 2025
Analyzing register variation in web texts through automatic segmentation
NAACL 2025
Irony Detection in Hebrew Documents: A Novel Dataset and an Evaluation of Neural Classification Methods
NAACL 2025
Augmented Close Reading for Classical Latin using BERT for Intertextual Exploration
NAACL 2025
An evaluation of Named Entity Recognition tools for detecting person names in philosophical text
NAACL 2025
Mining the Past: A Comparative Study of Classical and Neural Topic Models on Historical Newspaper Archives
NAACL 2025
VLG-BERT: Towards Better Interpretability in LLMs through Visual and Linguistic Grounding
NAACL 2025
State Space Models are Strong Text Rerankers
NAACL 2025
Restoring Missing Spaces in Scraped Hebrew Social Media
NAACL 2025
From Conversational Speech to Readable Text: Post-Processing Noisy Transcripts in a Low-Resource Setting
NAACL 2025
Resolving Packets from Counters: Enabling Multi-scale Network Traffic Super Resolution via Composable Large Traffic Model
NSDI 2025
Compass: Encrypted Semantic Search with High Accuracy
OSDI 2025
Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks
RSS 2025
IRNLP at SemEval-2025 Task 10: Multilingual Narrative Characterization and Classification
SEMEVAL 2025
PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT
SEMEVAL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules
SEMEVAL 2025
QM-AI at SemEval-2025 Task 6: an Ensemble of BERT Models for Promise Identification in ESG Context
SEMEVAL 2025
adithjrajeev at SemEval-2025 Task 10: Sequential Learning for Role Classification Using Entity-Centric News Summaries
SEMEVAL 2025
xiacui at SemEval-2025 Task 11: Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss
SEMEVAL 2025
tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers
SEMEVAL 2025
INFOTEC-NLP at SemEval-2025 Task 11: A Case Study on Transformer-Based Models and Bag of Words
SEMEVAL 2025
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