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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
Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract)
AAAI 2020
Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract)
AAAI 2020
Multi-Source Attention for Unsupervised Domain Adaptation
AACL 2020
Towards Code-switched Classification Exploiting Constituent Language Resources
AACL 2020
Improving Multilingual Neural Machine Translation For Low-Resource Languages: French, English - Vietnamese
AACL 2020
A Parallel Evaluation Data Set of Software Documentation with Document Structure Annotation
AACL 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling
ACL 2020
Interpreting Twitter User Geolocation
ACL 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
ACL 2020
Towards Conversational Recommendation over Multi-Type Dialogs
ACL 2020
The TechQA Dataset
ACL 2020
Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing
ACL 2020
Politeness Transfer: A Tag and Generate Approach
ACL 2020
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type
ACL 2020
Calibrating Structured Output Predictors for Natural Language Processing
ACL 2020
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling
ACL 2020
Phone Features Improve Speech Translation
ACL 2020
Geometry-aware domain adaptation for unsupervised alignment of word embeddings
ACL 2020
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge
ACL 2020
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis
ACL 2020
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis
ACL 2020
A Corpus for Large-Scale Phonetic Typology
ACL 2020
Selective Question Answering under Domain Shift
ACL 2020
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification
ACL 2020
Multi-Cell Compositional LSTM for NER Domain Adaptation
ACL 2020
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