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Pretraining

2471 directly classified papers

Papers per year

Papers

Improving Fractal Pre-Training WACV 2022
Self-Supervised Pretraining Improves Self-Supervised Pretraining WACV 2022
Self-Supervised Shape Alignment for Sports Field Registration WACV 2022
A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model COLING 2022
Graph-to-Text Generation with Dynamic Structure Pruning COLING 2022
NCUEE-NLP@SMM4H’22: Classification of Self-reported Chronic Stress on Twitter Using Ensemble Pre-trained Transformer Models COLING 2022
Translating Spanish into Spanish Sign Language: Combining Rules and Data-driven Approaches COLING 2022
CAISA@SMM4H’22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods COLING 2022
Improving Jejueo-Korean Translation With Cross-Lingual Pretraining Using Japanese and Korean COLING 2022
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss COLING 2022
A Unified Representation and a Decoupled Deep Learning Architecture for Argumentation Mining of Students’ Persuasive Essays COLING 2022
Silo NLP’s Participation at WAT2022 COLING 2022
CIC NLP at SMM4H 2022: a BERT-based approach for classification of social media forum posts COLING 2022
Semantic-based Pre-training for Dialogue Understanding COLING 2022
PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving NAACL 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022
UoR-NCL at SemEval-2022 Task 3: Fine-Tuning the BERT-Based Models for Validating Taxonomic Relations NAACL 2022
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation NAACL 2022
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction NAACL 2022
JUST-DEEP at SemEval-2022 Task 4: Using Deep Learning Techniques to Reveal Patronizing and Condescending Language NAACL 2022
I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques NAACL 2022
Xu at SemEval-2022 Task 4: Pre-BERT Neural Network Methods vs Post-BERT RoBERTa Approach for Patronizing and Condescending Language Detection NAACL 2022
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection NAACL 2022