Effective Domain Mixing for Neural Machine Translation Sep 1, 2017 Domain Adaptation Machine Translation
— Unverified Human Centered NLP with User-Factor Adaptation Sep 1, 2017 Document Classification Domain Adaptation
— Unverified Instance Weighting for Neural Machine Translation Domain Adaptation Sep 1, 2017 Domain Adaptation Machine Translation
Code Code Available A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output Sep 1, 2017 Domain Adaptation Machine Translation
— Unverified Word-Context Character Embeddings for Chinese Word Segmentation Sep 1, 2017 Chinese Word Segmentation Domain Adaptation
— Unverified Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation Aug 31, 2017 Domain Adaptation named-entity-recognition
Code Code Available Adaptive SVM+: Learning with Privileged Information for Domain Adaptation Aug 30, 2017 Domain Adaptation
— Unverified Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Aug 19, 2017 Domain Adaptation Information Retrieval
Code Code Available Large-Scale Domain Adaptation via Teacher-Student Learning Aug 17, 2017 Domain Adaptation speech-recognition
— Unverified WebVision Database: Visual Learning and Understanding from Web Data Aug 9, 2017 Domain Adaptation
— Unverified Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN Aug 8, 2017 Aspect Extraction Domain Adaptation
Code Code Available GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images Aug 7, 2017 Binary Classification Diversity
— Unverified Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Aug 7, 2017 Data Augmentation Domain Adaptation
— Unverified The UMD Neural Machine Translation Systems at WMT17 Bandit Learning Task Aug 3, 2017 Domain Adaptation Machine Translation
— Unverified Associative Domain Adaptation Aug 2, 2017 Domain Adaptation General Classification
Code Code Available Detecting Cross-Lingual Semantic Divergence for Neural Machine Translation Aug 1, 2017 Domain Adaptation Machine Translation
— Unverified Cost Weighting for Neural Machine Translation Domain Adaptation Aug 1, 2017 Domain Adaptation Machine Translation
— Unverified Unsupervised Domain Adaptation for Clinical Negation Detection Aug 1, 2017 Domain Adaptation Negation
— Unverified The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection Aug 1, 2017 Data Augmentation Domain Adaptation
— Unverified Multilingual Semantic Parsing And Code-Switching Aug 1, 2017 Domain Adaptation Semantic Parsing
Code Code Available Feature Selection as Causal Inference: Experiments with Text Classification Aug 1, 2017 Causal Inference Classification
— Unverified Adversarial Training for Cross-Domain Universal Dependency Parsing Aug 1, 2017 Dependency Parsing Domain Adaptation
— Unverified Cross-language Learning with Adversarial Neural Networks Aug 1, 2017 Community Question Answering Domain Adaptation
— Unverified LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives Aug 1, 2017 Domain Adaptation Entity Extraction using GAN
— Unverified Hitachi at SemEval-2017 Task 12: System for temporal information extraction from clinical notes Aug 1, 2017 Domain Adaptation Question Answering
— Unverified NTU-1 at SemEval-2017 Task 12: Detection and classification of temporal events in clinical data with domain adaptation Aug 1, 2017 Domain Adaptation General Classification
— Unverified XJNLP at SemEval-2017 Task 12: Clinical temporal information ex-traction with a Hybrid Model Aug 1, 2017 Clustering Domain Adaptation
— Unverified SemEval-2017 Task 12: Clinical TempEval Aug 1, 2017 Domain Adaptation Temporal Information Extraction
— Unverified KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
Code Code Available GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction Aug 1, 2017 Domain Adaptation Information Retrieval
— Unverified Regularization techniques for fine-tuning in neural machine translation Jul 31, 2017 Domain Adaptation L2 Regularization
— Unverified Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Jul 29, 2017 Autonomous Driving Domain Adaptation
Code Code Available DARLA: Improving Zero-Shot Transfer in Reinforcement Learning Jul 26, 2017 Deep Reinforcement Learning Domain Adaptation
Code Code Available A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization Jul 21, 2017 Abstractive Text Summarization Articles
— Unverified Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions Jul 20, 2017 Causal Inference Domain Adaptation
Code Code Available When Unsupervised Domain Adaptation Meets Tensor Representations Jul 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Robust Speech Recognition via Variational Autoencoder-Based Data Augmentation Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Domain Adaptation for Resume Classification Using Convolutional Neural Networks Jul 18, 2017 Classification Domain Adaptation
— Unverified PAC-Bayes and Domain Adaptation Jul 17, 2017 Domain Adaptation Generalization Bounds
— Unverified On Measuring and Quantifying Performance: Error Rates, Surrogate Loss, and an Example in SSL Jul 13, 2017 Active Learning Domain Adaptation
— Unverified Deep Domain Adaptation by Geodesic Distance Minimization Jul 13, 2017 Domain Adaptation
— Unverified Stable Distribution Alignment Using the Dual of the Adversarial Distance Jul 13, 2017 Domain Adaptation
— Unverified Zero-Shot Deep Domain Adaptation Jul 6, 2017 Classification Domain Adaptation
— Unverified Wasserstein Distance Guided Representation Learning for Domain Adaptation Jul 5, 2017 Domain Adaptation General Classification
Code Code Available Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics Jul 4, 2017 Classification Domain Adaptation
— Unverified Zero-Shot Classification With Discriminative Semantic Representation Learning Jul 1, 2017 Attribute Classification
— Unverified An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation Jul 1, 2017 Domain Adaptation Machine Translation
— Unverified Parser Adaptation for Social Media by Integrating Normalization Jul 1, 2017 Domain Adaptation Named Entity Recognition (NER)
— Unverified Sentence Embedding for Neural Machine Translation Domain Adaptation Jul 1, 2017 Domain Adaptation Language Modeling
— Unverified Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings Jul 1, 2017 Domain Adaptation Information Retrieval
— Unverified 