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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information IJCNLP 2019
A Parametric Top-View Representation of Complex Road Scenes CVPR 2019
UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution SEMEVAL 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
Multilingual and Cross-Lingual Graded Lexical Entailment ACL 2019
Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention EMNLP 2019
Statistical Optimal Transport via Factored Couplings AISTATS 2019
m_y at SemEval-2019 Task 9: Exploring BERT for Suggestion Mining SEMEVAL 2019
Dynamic Pacemaker Artifact Removal (DyPAR) from CT Data using CNNs MIDL 2019
Learning Transferable Feature Representations Using Neural Networks ACL 2019
CogNet: A Large-Scale Cognate Database ACL 2019
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019
MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019
Adversarial Attacks on Neural Networks for Graph Data IJCAI 2019
On Single Source Robustness in Deep Fusion Models NIPS 2019
Pushing the Limits of Low-Resource Morphological Inflection EMNLP 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019
A Regularization-based Framework for Bilingual Grammar Induction EMNLP 2019
Grounding learning of modifier dynamics: An application to color naming EMNLP 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019
Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks CVPR 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation EMNLP 2019
Quantification Under Prior Probability Shift: the Ratio Estimator and its Extensions JMLR 2019
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples SEMEVAL 2019