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Domain Adaptation

8,656 papers

Papers per year

14
44
726
1387
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Papers

Empathy and Hope: Resource Transfer to Model Inter-country Social Media Dynamics ACL 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021
Predicting the Success of Domain Adaptation in Text Similarity ACL 2021
An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction ACL 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training ACL 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing ACL 2021
BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation ACL 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation ACL 2021
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training ACL 2021
BOUN at SemEval-2021 Task 9: Text Augmentation Techniques for Fact Verification in Tabular Data ACL 2021
IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes ACL 2021
PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging ACL 2021
Self-Adapter at SemEval-2021 Task 10: Entropy-based Pseudo-Labeler for Source-free Domain Adaptation ACL 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation ACL 2021
BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models ACL 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora ACL 2021
Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation ACL 2021
PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning ACL 2021
HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection ACL 2021
AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-Training ACL 2021
Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data ACL 2021
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation ACL 2021
YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing ACL 2021