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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
Cross-Lingual Training of Dense Retrievers for Document Retrieval
EMNLP 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text
EMNLP 2021
Legal Terminology Extraction with the Termolator
EMNLP 2021
Countering the Influence of Essay Length in Neural Essay Scoring
EMNLP 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization
EMNLP 2021
MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation
EMNLP 2021
DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues
EMNLP 2021
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters
EMNLP 2021
Findings of the WMT Shared Task on Machine Translation Using Terminologies
EMNLP 2021
Dynamic Terminology Integration for COVID-19 and Other Emerging Domains
EMNLP 2021
Huawei AARC’s Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective
EMNLP 2021
Understanding the Impact of UGC Specificities on Translation Quality
EMNLP 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text
EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts
EMNLP 2021
Improved Named Entity Recognition for Noisy Call Center Transcripts
EMNLP 2021
Study of Manifestation of Civil Unrest on Twitter
EMNLP 2021
The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts
EMNLP 2021
Image Manipulation Detection by Multi-View Multi-Scale Supervision
ICCV 2021
Bridging the Gap Between Label- and Reference-Based Synthesis in Multi-Attribute Image-to-Image Translation
ICCV 2021
Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation
ICCV 2021
S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation
ICCV 2021
Instance-Level Image Retrieval Using Reranking Transformers
ICCV 2021
Self-Supervised Real-to-Sim Scene Generation
ICCV 2021
Zero-Shot Day-Night Domain Adaptation With a Physics Prior
ICCV 2021
Active Universal Domain Adaptation
ICCV 2021
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