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Machine Learning
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Application Areas
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Domain Adaptation
8,656 papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping
IJCNLP 2021
SupportNet: Neural Networks for Summary Generation and Key Segment Extraction from Technical Support Tickets
IJCNLP 2021
Product Review Translation: Parallel Corpus Creation and Robustness towards User-generated Noisy Text
IJCNLP 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning
IJCNLP 2021
The University of Edinburgh’s Submission to the IWSLT21 Simultaneous Translation Task
IJCNLP 2021
Inverted Projection for Robust Speech Translation
IJCNLP 2021
Linguistic change and historical periodization of Old Literary Finnish
IJCNLP 2021
Multi-accent Speech Separation with One Shot Learning
IJCNLP 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing
IJCNLP 2021
Predicting the Success of Domain Adaptation in Text Similarity
IJCNLP 2021
An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation
IJCNLP 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
IJCNLP 2021
BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation
IJCNLP 2021
CLaC-BP at SemEval-2021 Task 8: SciBERT Plus Rules for MeasEval
IJCNLP 2021
BOUN at SemEval-2021 Task 9: Text Augmentation Techniques for Fact Verification in Tabular Data
IJCNLP 2021
IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes
IJCNLP 2021
PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging
IJCNLP 2021
Self-Adapter at SemEval-2021 Task 10: Entropy-based Pseudo-Labeler for Source-free Domain Adaptation
IJCNLP 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation
IJCNLP 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans
IJCNLP 2021
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection
IJCNLP 2021
1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models
IJCNLP 2021
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation
IJCNLP 2021
YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing
IJCNLP 2021
A Study of Morphological Robustness of Neural Machine Translation
IJCNLP 2021
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