Application Areas

Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness EMNLP 2019 Making AI Forget You: Data Deletion in Machine Learning NeurIPS 2019 Making Decisions that Reduce Discriminatory Impacts ICML 2019 (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas EMNLP 2019 Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning AAAI 2019 Manifold Mixup: Better Representations by Interpolating Hidden States ICML 2019 Manipulating the Difficulty of C-Tests ACL 2019 Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification EMNLP 2019 Māori Loanwords: A Corpus of New Zealand English Tweets ACL 2019 Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data ICCV 2019 Matroid Constrained Fair Allocation Problem AAAI 2019 Matroids, Matchings, and Fairness AISTATS 2019 Maximin-Aware Allocations of Indivisible Goods IJCAI 2019 Mazajak: An Online Arabic Sentiment Analyser ACL 2019 MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019 mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers IJCAI 2019 MEAL: Multi-Model Ensemble via Adversarial Learning AAAI 2019 Measuring Bias in Contextualized Word Representations ACL 2019 Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories ACL 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