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Transformers

9294 directly classified papers

Papers per year

Papers

BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL 2020
Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT ACL 2020
Quantifying Attention Flow in Transformers ACL 2020
Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models COLING 2020
LAST at SemEval-2020 Task 10: Finding Tokens to Emphasise in Short Written Texts with Precomputed Embedding Models and LightGBM COLING 2020
EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media COLING 2020
Fake news detection for the Russian language COLING 2020
LT@Helsinki at SemEval-2020 Task 12: Multilingual or Language-specific BERT? COLING 2020
Fact vs. Opinion: the Role of Argumentation Features in News Classification COLING 2020
The Phonetic Bases of Vocal Expressed Emotion: Natural versus Acted INTERSPEECH 2020
Understanding Self-Attention of Self-Supervised Audio Transformers INTERSPEECH 2020
Multimodal Transformer for Multimodal Machine Translation ACL 2020
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering ACL 2020
The Cascade Transformer: an Application for Efficient Answer Sentence Selection ACL 2020
Balanced Joint Adversarial Training for Robust Intent Detection and Slot Filling COLING 2020
TECHSSN at SemEval-2020 Task 12: Offensive Language Detection Using BERT Embeddings COLING 2020
BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media COLING 2020
Transformers at SemEval-2020 Task 11: Propaganda Fragment Detection Using Diversified BERT Architectures Based Ensemble Learning COLING 2020
TëXtmarkers at SemEval-2020 Task 10: Emphasis Selection with Agreement Dependent Crowd Layers COLING 2020
Inno at SemEval-2020 Task 11: Leveraging Pure Transfomer for Multi-Class Propaganda Detection COLING 2020
NUAA-QMUL at SemEval-2020 Task 8: Utilizing BERT and DenseNet for Internet Meme Emotion Analysis COLING 2020
IIITG-ADBU at SemEval-2020 Task 8: A Multimodal Approach to Detect Offensive, Sarcastic and Humorous Memes COLING 2020
BLCU-NLP at SemEval-2020 Task 5: Data Augmentation for Efficient Counterfactual Detecting COLING 2020
HR@JUST Team at SemEval-2020 Task 4: The Impact of RoBERTa Transformer for Evaluation Common Sense Understanding COLING 2020
JUSTMasters at SemEval-2020 Task 3: Multilingual Deep Learning Model to Predict the Effect of Context in Word Similarity COLING 2020