Mark Yatskar
Publications by Year
Research Areas
Topic Modeling, Multimodal Machine Learning Applications, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Human Pose and Action Recognition
Most-Cited Works
- → VisualBERT: A Simple and Performant Baseline for Vision and Language(2019)1,231 cited
- → Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints(2017)764 cited
- → QuAC: Question Answering in Context(2018)693 cited
- → Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods(2018)659 cited
- → Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases(2019)378 cited
- → Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations(2019)337 cited
- → Gender Bias in Contextualized Word Embeddings(2019)333 cited
- → Situation Recognition: Visual Semantic Role Labeling for Image Understanding(2016)264 cited
- → For the sake of simplicity: Unsupervised extraction of lexical simplifications from Wikipedia(2010)131 cited
- → Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification(2023)128 cited