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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
YNU-HPCC at SemEval-2022 Task 5: Multi-Modal and Multi-label Emotion Classification Based on LXMERT
NAACL 2022
TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes
NAACL 2022
R2D2 at SemEval-2022 Task 5: Attention is only as good as its Values! A multimodal system for identifying misogynist memes
NAACL 2022
AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny Identification
NAACL 2022
YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models
NAACL 2022
MarSan at SemEval-2022 Task 6: iSarcasm Detection via T5 and Sequence Learners
NAACL 2022
Stanford MLab at SemEval 2022 Task 7: Tree- and Transformer-Based Methods for Clarification Plausibility
NAACL 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity
NAACL 2022
Wolfies at SemEval-2022 Task 8: Feature extraction pipeline with transformers for Multi-lingual news article similarity
NAACL 2022
SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations
NAACL 2022
OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches
NAACL 2022
ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity
NAACL 2022
HIT&QMUL at SemEval-2022 Task 9: Label-Enclosed Generative Question Answering (LEG-QA)
NAACL 2022
UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition
NAACL 2022
Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource Languages
NAACL 2022
MarSan at SemEval-2022 Task 11: Multilingual complex named entity recognition using T5 and transformer encoder
NAACL 2022
A Masked Segmental Language Model for Unsupervised Natural Language Segmentation
NAACL 2022
Domain-Informed Probing of wav2vec 2.0 Embeddings for Phonetic Features
NAACL 2022
Word-level Morpheme segmentation using Transformer neural network
NAACL 2022
Generalizing Morphological Inflection Systems to Unseen Lemmas
NAACL 2022
Multilingualism Encourages Recursion: a Transfer Study with mBERT
NAACL 2022
Mockingbird at the SIGTYP 2022 Shared Task: Two Types of Models for the Prediction of Cognate Reflexes
NAACL 2022
A Transformer Architecture for the Prediction of Cognate Reflexes
NAACL 2022
Semantics-aware Attention Improves Neural Machine Translation
NAACL 2022
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers
NAACL 2022
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