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Pretraining

2471 directly classified papers

Papers per year

Papers

Deep Learning for Model Correction in Cardiac Electrophysiological Imaging MIDL 2022
SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction MIDL 2022
Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment AACL 2022
VideoDex: Learning Dexterity from Internet Videos CORL 2022
Evaluating high-order predictive distributions in deep learning UAI 2022
SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SEMEVAL 2022
LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining SEMEVAL 2022
RIT Boston at SemEval-2022 Task 5: Multimedia Misogyny Detection By Using Coherent Visual and Language Features from CLIP Model and Data-centric AI Principle SEMEVAL 2022
INF-UFRGS at SemEval-2022 Task 5: analyzing the performance of multimodal models SEMEVAL 2022
R2D2 at SemEval-2022 Task 5: Attention is only as good as its Values! A multimodal system for identifying misogynist memes SEMEVAL 2022
YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models SEMEVAL 2022
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic SEMEVAL 2022
HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SEMEVAL 2022
Wolfies at SemEval-2022 Task 8: Feature extraction pipeline with transformers for Multi-lingual news article similarity SEMEVAL 2022
SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations SEMEVAL 2022
Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource Languages SEMEVAL 2022
SRCB at SemEval-2022 Task 5: Pretraining Based Image to Text Late Sequential Fusion System for Multimodal Misogynous Meme Identification SEMEVAL 2022
TeamOtter at SemEval-2022 Task 5: Detecting Misogynistic Content in Multimodal Memes SEMEVAL 2022
Affective Retrofitted Word Embeddings IJCNLP 2022
GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing IJCNLP 2022
Transformer-based Localization from Embodied Dialog with Large-scale Pre-training IJCNLP 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022
Point Cloud Generation with Continuous Conditioning AISTATS 2022
Increasing the accuracy and resolution of precipitation forecasts using deep generative models AISTATS 2022
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs JMLR 2022