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domain adaptation

4595 papers

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DA

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transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

The Phonetic Bases of Vocal Expressed Emotion: Natural versus Acted INTERSPEECH 2020
Self-adaptive Re-weighted Adversarial Domain Adaptation IJCAI 2020
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning AAAI 2020
KnowBias: Detecting Political Polarity in Long Text Content (Student Abstract) AAAI 2020
Domain Adversarial Neural Networks for Dysarthric Speech Recognition INTERSPEECH 2020
Improving robustness against common corruptions by covariate shift adaptation NIPS 2020
Geometric Dataset Distances via Optimal Transport NIPS 2020
Guided Weak Supervision for Action Recognition with Scarce Data to Assess Skills of Children with Autism AAAI 2020
Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains EMNLP 2020
Adapting Coreference Resolution to Twitter Conversations EMNLP 2020
BioMegatron: Larger Biomedical Domain Language Model EMNLP 2020
Ixamed’s submission description for WMT20 Biomedical shared task: benefits and limitations of using terminologies for domain adaptation EMNLP 2020
Huawei’s Submissions to the WMT20 Biomedical Translation Task EMNLP 2020
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages EMNLP 2020
I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract) AAAI 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
Domain Adaptive Classification on Heterogeneous Information Networks IJCAI 2020
When Does Unsupervised Machine Translation Work? EMNLP 2020
Normalization of Long-tail Adverse Drug Reactions in Social Media EMNLP 2020
FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining IJCAI 2020
NLP-PINGAN-TECH @ CL-SciSumm 2020 EMNLP 2020
Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract) AAAI 2020
Zero-Resource Cross-Domain Named Entity Recognition ACL 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020
Methods for Extracting Information from Messages from Primary Care Providers to Specialists ACL 2020