Domain Adaptation

Machine Translation for Machines: the Sentiment Classification Use Case EMNLP 2019 Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness EMNLP 2019 (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas EMNLP 2019 Manipulating the Difficulty of C-Tests ACL 2019 Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data ICCV 2019 Measuring Immediate Adaptation Performance for Neural Machine Translation NAACL 2019 Measuring the Value of Linguistics: A Case Study from St. Lawrence Island Yupik ACL 2019 Medical Concept Embedding with Multiple Ontological Representations IJCAI 2019 MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019 MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations ACL 2019 Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization AAAI 2019 ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019 Metadata-driven Task Relation Discovery for Multi-task Learning IJCAI 2019 Min-Max Statistical Alignment for Transfer Learning CVPR 2019 Mitigating Gender and L1 Differences to Improve State and Trait Recognition Interspeech 2019 MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019 Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models AAAI 2019 Modeling Semantic Compositionality with Sememe Knowledge ACL 2019 Modulation Vectors as Robust Feature Representation for ASR in Domain Mismatched Conditions Interspeech 2019 Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective AAAI 2019 Moment Matching for Multi-Source Domain Adaptation ICCV 2019 MotionTransformer: Transferring Neural Inertial Tracking between Domains AAAI 2019 MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019 Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery AAAI 2019 Multi-Accent Adaptation Based on Gate Mechanism Interspeech 2019