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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
C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings
IJCNLP 2021
GX at SemEval-2021 Task 2: BERT with Lemma Information for MCL-WiC Task
IJCNLP 2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation
IJCNLP 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation.
IJCNLP 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans
IJCNLP 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging
IJCNLP 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection
IJCNLP 2021
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection
IJCNLP 2021
BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer
IJCNLP 2021
HLE-UPC at SemEval-2021 Task 5: Multi-Depth DistilBERT for Toxic Spans Detection
IJCNLP 2021
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models
IJCNLP 2021
NLyticsFKIE at SemEval-2021 Task 6: Detection of Persuasion Techniques In Texts And Images
IJCNLP 2021
YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images
IJCNLP 2021
LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation
IJCNLP 2021
ES-JUST at SemEval-2021 Task 7: Detecting and Rating Humor and Offensive Text Using Deep Learning
IJCNLP 2021
DLJUST at SemEval-2021 Task 7: Hahackathon: Linking Humor and Offense
IJCNLP 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense
IJCNLP 2021
ZYJ at SemEval-2021 Task 7: HaHackathon: Detecting and Rating Humor and Offense with ALBERT-Based Model
IJCNLP 2021
CSECU-DSG at SemEval-2021 Task 7: Detecting and Rating Humor and Offense Employing Transformers
IJCNLP 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles
IJCNLP 2021
IIITH at SemEval-2021 Task 7: Leveraging transformer-based humourous and offensive text detection architectures using lexical and hurtlex features and task adaptive pretraining
IJCNLP 2021
Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data
IJCNLP 2021
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning
IJCNLP 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
IJCNLP 2021
Neural Metaphor Detection with Visibility Embeddings
IJCNLP 2021
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